Applications
SnapNETS: Automatic Segmentation of Network Sequences with Node Labels | |
Sorour E. Amiri, Liangzhe Chen, B. Aditya Prakash |
Taming the Matthew Effect in Online Markets with Social Influence | |
Franco Berbeglia, Pascal Van Hentenryck |
A Leukocyte Detection Technique in Blood Smear Images Using Plant Growth Simulation Algorithm | |
Deblina Bhattacharjee, Anand Paul |
Partitioned Sampling of Public Opinions Based on Their Social Dynamics | |
Weiran Huang, Liang Li, Wei Chen |
Novel Geometric Approach for Global Alignment of PPI Networks | |
Yangwei Liu, Hu Ding, Danyang Chen, Jinhui Xu |
Towards Better Understanding the Clothing Fashion Styles: A Multimodal Deep Learning Approach | |
Yihui Ma, Jia Jia, Suping Zhou, Jingtian Fu, Yejun Liu, Zijian Tong |
Profit-Driven Team Grouping in Social Networks | |
Shaojie Tang |
Gated Neural Networks for Option Pricing: Rationality by Design | |
Yongxin Yang, Yu Zheng, Timothy M. Hospedales |
Local Discriminant Hyperalignment for Multi-Subject fMRI Data Alignment | |
Muhammad Yousefnezhad, Daoqiang Zhang |
Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images | |
Lequan Yu, Xin Yang, Hao Chen, Jing Qin, Pheng Ann Heng |
StructInf: Mining Structural Influence from Social Streams | |
Jing Zhang, Jie Tang, Yuanyi Zhong, Yuchen Mo, Juanzi Li, Guojie Song, Wendy Hall, Jimeng Sun |
Artificial Intelligence and the Web
Transitive Hashing Network for Heterogeneous Multimedia Retrieval | |
Zhangjie Cao, Mingsheng Long, Jianmin Wang, Qiang Yang |
Marrying Uncertainty and Time in Knowledge Graphs | |
Melisachew Wudage Chekol, Giuseppe Pirrò, Joerg Schoenfisch, Heiner Stuckenschmidt |
TweetFit: Fusing Multiple Social Media and Sensor Data for Wellness Profile Learning | |
Aleksandr Farseev, Tat-Seng Chua |
POI2Vec: Geographical Latent Representation for Predicting Future Visitors | |
Shanshan Feng, Gao Cong, Bo An, Yeow Meng Chee |
A Dependency-Based Neural Reordering Model for Statistical Machine Translation | |
Christian Hadiwinoto, Hwee Tou Ng |
Joint Identification of Network Communities and Semantics via Integrative Modeling of Network Topologies and Node Contents | |
Dongxiao He, Zhiyong Feng, Di Jin, Xiaobao Wang, Weixiong Zhang |
Random-Radius Ball Method for Estimating Closeness Centrality | |
Wataru Inariba, Takuya Akiba, Yuichi Yoshida |
Read the Silence: Well-Timed Recommendation via Admixture Marked Point Processes | |
Hideaki Kim, Tomoharu Iwata, Yasuhiro Fujiwara, Naonori Ueda |
Treatment Effect Estimation with Data-Driven Variable Decomposition | |
Kun Kuang, Peng Cui, Bo Li, Meng Jiang, Shiqiang Yang, Fei Wang |
A Declarative Approach to Data-Driven Fact Checking | |
Julien Leblay |
Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding | |
Zemin Liu, Vincent W. Zheng, Zhou Zhao, Fanwei Zhu, Kevin Chen-Chuan Chang, Minghui Wu, Jing Ying |
Multi-Task Deep Learning for User Intention Understanding in Speech Interaction Systems | |
Yishuang Ning, Jia Jia, Zhiyong Wu, Runnan Li, Yongsheng An, Yanfeng Wang, Helen Meng |
Understanding the Semantic Structures of Tables with a Hybrid Deep Neural Network Architecture | |
Kyosuke Nishida, Kugatsu Sadamitsu, Ryuichiro Higashinaka, Yoshihiro Matsuo |
Radon – Rapid Discovery of Topological Relations | |
Mohamed Ahmed Sherif, Kevin Dreßler, Panayiotis Smeros, Axel-Cyrille Ngonga Ngomo |
Web-Based Semantic Fragment Discovery for On-Line Lingual-Visual Similarity | |
Xiaoshuai Sun, Jiewei Cao, Chao Li, Lei Zhu, Heng Tao Shen |
Exploiting both Vertical and Horizontal Dimensions of Feature Hierarchy for Effective Recommendation | |
Zhu Sun, Jie Yang, Jie Zhang, Alessandro Bozzon |
Phrase-Based Presentation Slides Generation for Academic Papers | |
Sida Wang, Xiaojun Wan, Shikang Du |
Community Preserving Network Embedding | |
Xiao Wang, Peng Cui, Jing Wang, Jian Pei, Wenwu Zhu, Shiqiang Yang |
CLARE: A Joint Approach to Label Classification and Tag Recommendation | |
Yilin Wang, Suhang Wang, Jiliang Tang, Guojun Qi, Huan Liu, Baoxin Li |
Multiple Source Detection without Knowing the Underlying Propagation Model | |
Zheng Wang, Chaokun Wang, Jisheng Pei, Xiaojun Ye |
Learning Visual Sentiment Distributions via Augmented Conditional Probability Neural Network | |
Jufeng Yang, Ming Sun, Xiaoxiao Sun |
Visual Sentiment Analysis by Attending on Local Image Regions | |
Quanzeng You, Hailin Jin, Jiebo Luo |
Correlated Cascades: Compete or Cooperate | |
Ali Zarezade, Ali Khodadadi, Mehrdad Farajtabar, Hamid R. Rabiee, Hongyuan Zha |
Finding Critical Users for Social Network Engagement: The Collapsed k-Core Problem | |
Fan Zhang, Ying Zhang, Lu Qin, Wenjie Zhang, Xuemin Lin |
Efficient Delivery Policy to Minimize User Traffic Consumption in Guaranteed Advertising | |
Jia Zhang, Zheng Wang, Qian Li, Jialin Zhang, Yanyan Lan, Qiang Li, Xiaoming Sun |
Expectile Matrix Factorization for Skewed Data Analysis | |
Rui Zhu, Di Niu, Linglong Kong, Zongpeng Li |
Cognitive Modeling and Cognitive Systems
Associative Memory Using Dictionary Learning and Expander Decoding | |
Arya Mazumdar, Ankit Singh Rawat |
An Integrated Model for Effective Saliency Prediction | |
Xiaoshuai Sun, Zi Huang, Hongzhi Yin, Heng Tao Shen |
Game Playing and Interactive Entertainment
The Efficiency of the HyperPlay Technique Over Random Sampling | |
Michael Schofield, Michael Thielscher |
Game Theory and Economic Paradigms
Market Pricing for Data Streams | |
Melika Abolhassani, Hossein Esfandiari, MohammadTaghi Hajiaghayi, Brendan Lucier, Hadi Yami |
Automated Design of Robust Mechanisms | |
Michael Albert, Vincent Conitzer, Peter Stone |
Incentivising Monitoring in Open Normative Systems | |
Natasha Alechina, Joseph Y. Halpern, Ian A. Kash, Brian Logan |
Envy-Free Mechanisms with Minimum Number of Cuts | |
Reza Alijani, Majid Farhadi, Mohammad Ghodsi, Masoud Seddighin, Ahmad S. Tajik |
Strategic Signaling and Free Information Disclosure in Auctions | |
Shani Alkoby, David Sarne, Igal Milchtaich |
Complexity of Manipulating Sequential Allocation | |
Haris Aziz, Sylvain Bouveret, Jérôme Lang, Simon Mackenzie |
Algorithms for Max-Min Share Fair Allocation of Indivisible Chores | |
Haris Aziz, Gerhard Rauchecker, Guido Schryen, Toby Walsh |
Nash Stability in Social Distance Games | |
Alkida Balliu, Michele Flammini, Giovanna Melideo, Dennis Olivetti |
On Pareto Optimality in Social Distance Games | |
Alkida Balliu, Michele Flammini, Dennis Olivetti |
Team-Maxmin Equilibrium: Efficiency Bounds and Algorithms | |
Nicola Basilico, Andrea Celli, Giuseppe De Nittis, Nicola Gatti |
A Study of Compact Reserve Pricing Languages | |
MohammadHossein Bateni, Hossein Esfandiary, Vahab Mirrokni, Saeed Seddighin |
Faster and Simpler Algorithm for Optimal Strategies of Blotto Game | |
Soheil Behnezhad, Sina Dehghani, Mahsa Derakhshan, MohammadTaghi Hajiaghayi, Saeed Seddighin |
Preference Elicitation For Participatory Budgeting | |
Gerdus Benade, Swaprava Nath, Ariel D. Procaccia, Nisarg Shah |
Exclusion Method for Finding Nash Equilibrium in Multiplayer Games | |
Kimmo Berg, Tuomas Sandholm |
Teams in Online Scheduling Polls: Game-Theoretic Aspects | |
Robert Bredereck, Jiehua Chen, Rolf Niedermeier, Svetlana Obraztsova, Nimrod Talmon |
Probably Approximately Efficient Combinatorial Auctions via Machine Learning | |
Gianluca Brero, Benjamin Lubin, Sven Seuken |
Phragmén’s Voting Methods and Justified Representation | |
Markus Brill, Rupert Freeman, Svante Janson, Martin Lackner |
Multiwinner Approval Rules as Apportionment Methods | |
Markus Brill, Jean-Francois Laslier, Piotr Skowron |
Dynamic Thresholding and Pruning for Regret Minimization | |
Noam Brown, Christian Kroer, Tuomas Sandholm |
Optimizing Positional Scoring Rules for Rank Aggregation | |
Ioannis Caragiannis, Xenophon Chatzigeorgiou, George A. Krimpas, Alexandros A. Voudouris |
On Markov Games Played by Bayesian and Boundedly-Rational Players | |
Muthukumaran Chandrasekaran, Yingke Chen, Prashant Doshi |
Bounded Rationality of Restricted Turing Machines | |
Lijie Chen, Pingzhong Tang, Ruosong Wang |
Winner Determination in Huge Elections with MapReduce | |
Theresa Csar, Martin Lackner, Reinhard Pichler, Emanuel Sallinger |
Approximation and Parameterized Complexity of Minimax Approval Voting | |
Marek Cygan, Łukasz Kowalik, Arkadiusz Socała, Krzysztof Sornat |
The Computational Complexity of Weighted Greedy Matching | |
Argyrios Deligkas, George B. Mertzios, Paul G. Spirakis |
Disarmament Games | |
Yuan Deng, Vincent Conitzer |
The Complexity of Stable Matchings under Substitutable Preferences | |
Yuan Deng, Debmalya Panigrahi, Bo Waggoner |
Small Representations of Big Kidney Exchange Graphs | |
John P. Dickerson, Aleksandr M. Kazachkov, Ariel D. Procaccia, Tuomas Sandholm |
What Do Multiwinner Voting Rules Do? An Experiment Over the Two-Dimensional Euclidean Domain | |
Edith Elkind, Piotr Faliszewski, Jean-Francois Laslier, Piotr Skowron, Arkadii Slinko, Nimrod Talmon |
Extensive-Form Perfect Equilibrium Computation in Two-Player Games | |
Gabriele Farina, Nicola Gatti |
Selfish Knapsack | |
Itai Feigenbaum, Matthew P. Johnson |
Obvious Strategyproofness Needs Monitoring for Good Approximations | |
Diodato Ferraioli, Carmine Ventre |
Crowdsourced Outcome Determination in Prediction Markets | |
Rupert Freeman, Sebastien Lahaie, David M. Pennock |
Security Games on a Plane | |
Jiarui Gan, Bo An, Yevgeniy Vorobeychik, Brian Gauch |
Engineering Agreement: The Naming Game with Asymmetric and Heterogeneous Agents | |
Jie Gao, Bo Li, Grant Schoenebeck, Fang-Yi Yu |
Vote Until Two of You Agree: Mechanisms with Small Distortion and Sample Complexity | |
Stephen Gross, Elliot Anshelevich, Lirong Xia |
Computing Least Cores of Supermodular Cooperative Games | |
Daisuke Hatano, Yuichi Yoshida |
Heuristic Search Value Iteration for One-Sided Partially Observable Stochastic Games | |
Karel Horák, Branislav Bošanský, Michal Pěchouček |
Group Activity Selection on Social Networks | |
Ayumi Igarashi, Dominik Peters, Edith Elkind |
Resource Graph Games: A Compact Representation for Games with Structured Strategy Spaces | |
Albert Xin Jiang, Hau Chan, Kevin Leyton-Brown |
Complexity of the Stable Invitations Problem | |
Hooyeon Lee, Vassilevska Williams |
Mechanism Design in Social Networks | |
Bin Li, Dong Hao, Dengji Zhao, Tao Zhou |
Optimal Personalized Defense Strategy Against Man-In-The-Middle Attack | |
Xiaohong Li, Shuxin Li, Jianye Hao, Zhiyong Feng, Bo An |
Network, Popularity and Social Cohesion: A Game-Theoretic Approach | |
Jiamou Liu, Ziheng Wei |
Sequential Peer Prediction: Learning to Elicit Effort using Posted Prices | |
Yang Liu, Yiling Chen |
An Ambiguity Aversion Model for Decision Making under Ambiguity | |
Wenjun Ma, Xudong Luo, Yuncheng Jiang |
Optimal Pricing for Submodular Valuations with Bounded Curvature | |
Takanori Maehara, Yasushi Kawase, Hanna Sumita, Katsuya Tono, Ken-ichi Kawarabayashi |
On Covering Codes and Upper Bounds for the Dimension of Simple Games | |
Martin Olsen |
Tractable Algorithms for Approximate Nash Equilibria in Generalized Graphical Games with Tree Structure | |
Luis E. Ortiz, Mohammad T. Irfan |
Recognising Multidimensional Euclidean Preferences | |
Dominik Peters |
Preferences Single-Peaked on a Circle | |
Dominik Peters, Martin Lackner |
Psychological Forest: Predicting Human Behavior | |
Ori Plonsky, Ido Erev, Tamir Hazan, Moshe Tennenholtz |
Revenue Maximization for Finitely Repeated Ad Auctions | |
Jiang Rong, Tao Qin, Bo An, Tie-Yan Liu |
Proportional Justified Representation | |
Luis Sánchez-Fernández, Edith Elkind, Martin Lackner, Norberto Fernández, Jesús A. Fisteus, Pablo Basanta Val, Piotr Skowron |
Achieving Sustainable Cooperation in Generalized Prisoner's Dilemma with Observation Errors | |
Fuuki Shigenaka, Tadashi Sekiguchi, Atsushi Iwasaki, Makoto Yokoo |
Mechanism Design for Multi-Type Housing Markets | |
Sujoy Sikdar, Sibel Adali, Lirong Xia |
Constrained Pure Nash Equilibria in Polymatrix Games | |
Sunil Simon, Dominik Wojtczak |
Axiomatic Characterization of Game-Theoretic Network Centralities | |
Oskar Skibski, Tomasz P. Michalak, Talal Rahwan |
Social Choice Under Metric Preferences: Scoring Rules and STV | |
Piotr Krzysztof Skowron, Edith Elkind |
Fans Economy and All-Pay Auctions with Proportional Allocations | |
Pingzhong Tang, Yulong Zeng, Song Zuo |
The Positronic Economist: A Computational System for Analyzing Economic Mechanisms | |
David Thompson, Neil Newman, Kevin Leyton-Brown |
Non-Additive Security Games | |
Sinong Wang, Fang Liu, Ness Shroff |
The Dollar Auction with Spiteful Players | |
Marcin Waniek, Long Tran-Thanh, Tomasz P. Michalak, Nicholas R. Jennings |
Proper Proxy Scoring Rules | |
Jens Witkowski, Pavel Atanasov, Lyle H. Ungar, Andreas Krause |
Randomized Mechanisms for Selling Reserved Instances in Cloud | |
Jia Zhang, Weidong Ma, Tao Qin, Xiaoming Sun, Tie-Yan Liu |
Heuristic Search and Optimization
Embedded Bandits for Large-Scale Black-Box Optimization | |
Abdullah Al-Dujaili, S. Suresh |
Reactive Dialectic Search Portfolios for MaxSAT | |
Carlos Ansótegui, Josep Pon, Meinolf Sellmann, Kevin Tierney |
Efficient Parameter Importance Analysis via Ablation with Surrogates | |
Andre Biedenkapp, Marius Lindauer, Katharina Eggensperger, Frank Hutter, Chris Fawcett, Holger Hoos |
Problem Difficulty and the Phase Transition in Heuristic Search | |
Eldan Cohen, J. Christopher Beck |
Automatic Logic-Based Benders Decomposition with MiniZinc | |
Toby O. Davies, Graeme Gange, Peter J. Stuckey |
Parallel Asynchronous Stochastic Variance Reduction for Nonconvex Optimization | |
Cong Fang, Zhouchen Lin |
A Generic Bet-and-Run Strategy for Speeding Up Stochastic Local Search | |
Tobias Friedrich, Timo Kötzing, Markus Wagner |
The Simultaneous Maze Solving Problem | |
Stefan Funke, Andre Nusser, Sabine Storandt |
Going Beyond Primal Treewidth for (M)ILP | |
Robert Ganian, Sebastian Ordyniak, M. S. Ramanujan |
Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates | |
Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine Annette Shoemaker |
An Exact Algorithm for the Maximum Weight Clique Problem in Large Graphs | |
Hua Jiang, Chu-Min Li, Felip Manya |
Learning to Prune Dominated Action Sequences in Online Black-Box Planning | |
Yuu Jinnai, Alex Fukunaga |
Systematic Exploration of Larger Local Search Neighborhoods for the Minimum Vertex Cover Problem | |
Maximilian Katzmann, Christian Komusiewicz |
New Lower Bound for the Minimum Sum Coloring Problem | |
Clément Lecat, Corinne Lucet, Chu-Min Li |
Anytime Anyspace AND/OR Search for Bounding the Partition Function | |
Qi Lou, Rina Dechter, Alexander Ihler |
Dancing with Decision Diagrams: A Combined Approach to Exact Cover | |
Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata |
Solving High-Dimensional Multi-Objective Optimization Problems with Low Effective Dimensions | |
Hong Qian, Yang Yu |
Automated Data Extraction Using Predictive Program Synthesis | |
Mohammad Raza, Sumit Gulwani |
Grid Pathfinding on the 2k Neighborhoods | |
Nicolas Rivera, Carlos Hernández, Jorge A. Baier |
Non-Monotone DR-Submodular Function Maximization | |
Tasuku Soma, Yuichi Yoshida |
Regret Ratio Minimization in Multi-Objective Submodular Function Maximization | |
Tasuku Soma, Yuichi Yoshida |
Value Compression of Pattern Databases | |
Nathan R. Sturtevant, Ariel Felner, Malte Helmert |
A Fast Algorithm to Compute Maximum k-Plexes in Social Network Analysis | |
Mingyu Xiao, Weibo Lin, Yuanshun Dai, Yifeng Zeng |
A Unified Convex Surrogate for the Schatten-p Norm | |
Chen Xu, Zhouchen Lin, Hongbin Zha |
Efficient Stochastic Optimization for Low-Rank Distance Metric Learning | |
Jie Zhang, Lijun Zhang |
Human-Aware Artificial Intelligence
Examples-Rules Guided Deep Neural Network for Makeup Recommendation | |
Taleb Alashkar, Songyao Jiang, Shuyang Wang, Yun Fu |
Predicting Latent Narrative Mood Using Audio and Physiologic Data | |
Tuka Waddah AlHanai, Mohammad Mahdi Ghassemi |
Collaborative Planning with Encoding of Users' High-Level Strategies | |
Joseph Kim, Christopher J. Banks, Julie A. Shah |
Human Computation and Crowd Sourcing
Long-Term Trends in the Public Perception of Artificial Intelligence | |
Ethan Fast, Eric Horvitz |
A Theoretical Analysis of First Heuristics of Crowdsourced Entity Resolution | |
Arya Mazumdar, Barna Saha |
Pairwise HITS: Quality Estimation from Pairwise Comparisons in Creator-Evaluator Crowdsourcing Process | |
Takeru Sunahase, Yukino Baba, Hisashi Kashima |
Humans and Artificial Intelligence
The Benefit in Free Information Disclosure When Selling Information to People | |
Shani Alkoby, David Sarne |
Psychologically Based Virtual-Suspect for Interrogative Interview Training | |
Moshe Bitan, Galit Nahari, Zvi Nisin, Ariel Roth, Sarit Kraus |
PIVE: Per-Iteration Visualization Environment for Real-Time Interactions with Dimension Reduction and Clustering | |
Hannah Kim, Jaegul Choo, Changhyun Lee, Hanseung Lee, Chandan K. Reddy, Haesun Park |
JAG: A Crowdsourcing Framework for Joint Assessment and Peer Grading | |
Igor Labutov, Christoph Studer |
On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems | |
Besmira Nushi, Ece Kamar, Eric Horvitz, Donald Kossmann |
Capturing Dependencies among Labels and Features for Multiple Emotion Tagging of Multimedia Data | |
Shan Wu, Shangfei Wang, Qiang Ji |
Knowledge Representation and Reasoning
On the Computation of Paracoherent Answer Sets | |
Giovanni Amendola, Carmine Dodaro, Wolfgang Faber, Nicola Leone, Francesco Ricca |
Polynomially Bounded Logic Programs with Function Symbols: A New Decidable | |
Vernon Asuncion, Yan Zhang, Heng Zhang |
Abstraction in Situation Calculus Action Theories | |
Bita Banihashemi, Giuseppe De Giacomo, Yves Lesperance |
Source Information Disclosure in Ontology-Based Data Integration | |
Michael Benedikt, Bernardo Cuenca Grau, Egor V. Kostylev |
Ontology-Mediated Queries for Probabilistic Databases | |
Stefan Borgwardt, Ismail Ilkan Ceylan, Thomas Lukasiewicz |
Ontology-Based Data Access with a Horn Fragment of Metric Temporal Logic | |
Sebastian Brandt, Elem Güzel Kalaycı, Roman Kontchakov, Vladislav Ryzhikov, Guohui Xiao, Michael Zakharyaschev |
Solving Advanced Argumentation Problems with Answer-Set Programming | |
Gerhard Brewka, Martin Diller, Georg Heissenberger, Thomas Linsbichler, Stefan Woltran |
Checking the Consistency of Combined Qualitative Constraint Networks | |
Quentin Cohen-Solal, Maroua Bouzid, Alexandre Niveau |
Add Data into Business Process Verification: Bridging the Gap between Theory and Practice | |
Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Marco Montali, Sergio Tessaris |
Practical TBox Abduction Based on Justification Patterns | |
Jianfeng Du, Hai Wan, Huaguan Ma |
The Unusual Suspects: Deep Learning Based Mining of Interesting Entity Trivia from Knowledge Graphs | |
Nausheen Fatma, Manoj K. Chinnakotla, Manish Shrivastava |
Ontology Materialization by Abstraction Refinement in Horn SHOIF | |
Birte Glimm, Yevgeny Kazakov, Trung-Kien Tran |
Number Restrictions on Transitive Roles in Description Logics with Nominals | |
Víctor Gutiérrez-Basulto, Yazmín Ibáñez-García, Jean Christoph Jung |
Strategic Sequences of Arguments for Persuasion Using Decision Trees | |
Emmanuel Hadoux, Anthony Hunter |
Preferential Structures for Comparative Probabilistic Reasoning | |
Matthew Harrison-Trainor, Wesley H. Holliday, Thomas F. Icard, III |
Query Answering in DL-Lite with Datatypes: A Non-Uniform Approach | |
André Hernich, Julio Lemos, Frank Wolter |
Diagnosability Planning for Controllable Discrete Event Systems | |
Hassan Ibrahim, Philippe Dague, Alban Grastien, Lina Ye, Laurent Simon |
Entropic Causal Inference | |
Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath, Babak Hassibi |
SAT Encodings for Distance-Based Belief Merging Operators | |
Sébastien Konieczny, Jean-Marie Lagniez, Pierre Marquis |
LPMLN, Weak Constraints, and P-log | |
Joohyung Lee, Zhun Yang |
Graph-Based Wrong IsA Relation Detection in a Large-Scale Lexical Taxonomy | |
Jiaqing Liang, Yanghua Xiao, Yi Zhang, Seung-won Hwang, Haixun Wang |
On the Transitivity of Hypernym-Hyponym Relations in Data-Driven Lexical Taxonomies | |
Jiaqing Liang, Yi Zhang, Yanghua Xiao, Haixun Wang, Wei Wang, Pinpin Zhu |
Don't Forget the Quantifiable Relationship between Words: Using Recurrent Neural Network for Short Text Topic Discovery | |
Heng-Yang Lu, Lu-Yao Xie, Ning Kang, Chong-Jun Wang, Jun-Yuan Xie |
The Symbolic Interior Point Method | |
Martin Mladenov, Vaishak Belle, Kristian Kersting |
Small Is Beautiful: Computing Minimal Equivalent EL Concepts | |
Nadeschda Nikitina, Patrick Koopmann |
Compiling Graph Substructures into Sentential Decision Diagrams | |
Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata |
Efficient Evaluation of Answer Set Programs with External Sources Based on External Source Inlining | |
Christoph Redl |
On Equivalence and Inconsistency of Answer Set Programs with External Sources | |
Christoph Redl |
ProjE: Embedding Projection for Knowledge Graph Completion | |
Baoxu Shi, Tim Weninger |
Non-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs | |
Yi Tay, Anh Tuan Luu, Siu Cheung Hui |
Causal Discovery Using Regression-Based Conditional Independence Tests | |
Hao Zhang, Shuigeng Zhou, Kun Zhang, Jihong Guan |
An Improved Algorithm for Learning to Perform Exception-Tolerant Abduction | |
Mengxue Zhang, Tushar Mathew, Brendan A. Juba |
Trust-Sensitive Evolution of DL-Lite Knowledge Bases | |
Dmitriy Zheleznyakov, Evgeny Kharlamov, Ian Horrocks |
Machine Learning Applications
Explicit Defense Actions Against Test-Set Attacks | |
Scott Alfeld, Xiaojin Zhu, Paul Barford |
Multidimensional Scaling on Multiple Input Distance Matrices | |
Song Bai, Xiang Bai, Longin Jan Latecki, Qi Tian |
ICU Mortality Prediction: A Classification Algorithm for Imbalanced Datasets | |
Sakyajit Bhattacharya, Vaibhav Rajan, Harsh Shrivastava |
GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering | |
Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu |
Predicting Soccer Highlights from Spatio-Temporal Match Event Streams | |
Tom Decroos, Vladimir Dzyuba, Jan Van Haaren, Jesse Davis |
A Hybrid Collaborative Filtering Model with Deep Structure for Recommender Systems | |
Xin Dong, Lei Yu, Zhonghuo Wu, Yuxia Sun, Lingfeng Yuan, Fangxi Zhang |
Collaborative Dynamic Sparse Topic Regression with User Profile Evolution for Item Recommendation | |
Li Gao, Jia Wu, Chuan Zhou, Yue Hu |
Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton | |
Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao, Heng Tao Shen |
Soft Video Parsing by Label Distribution Learning | |
Xin Geng, Miaogen Ling |
Active Learning with Cross-Class Similarity Transfer | |
Yuchen Guo, Guiguang Ding, Yue Gao, Jungong Han |
DeepFix: Fixing Common C Language Errors by Deep Learning | |
Rahul Gupta, Soham Pal, Aditya Kanade, Shirish Shevade |
Question Difficulty Prediction for READING Problems in Standard Tests | |
Zhenya Huang, Qi Liu, Enhong Chen, Hongke Zhao, Mingyong Gao, Si Wei, Yu Su, Guoping Hu |
Additional Multi-Touch Attribution for Online Advertising | |
Wendi Ji, Xiaoling Wang |
Multitask Dyadic Prediction and Its Application in Prediction of Adverse Drug-Drug Interaction | |
Bo Jin, Haoyu Yang, Cao Xiao, Ping Zhang, Xiaopeng Wei, Fei Wang |
Semi-Supervised Multi-View Correlation Feature Learning with Application to Webpage Classification | |
Xiao-Yuan Jing, Fei Wu, Xiwei Dong, Shiguang Shan, Songcan Chen |
Contextual RNN-GANs for Abstract Reasoning Diagram Generation | |
Viveka Kulharia, Arnab Ghosh, Amitabha Mukerjee, Vinay Namboodiri, Mohit Bansal |
A Framework for Minimal Clustering Modification via Constraint Programming | |
Chia-Tung Kuo, S. S. Ravi, Thi-Bich-Hanh Dao, Christel Vrain, Ian Davidson |
Knowing What to Ask: A Bayesian Active Learning Approach to the Surveying Problem | |
Yoad Lewenberg, Yoram Bachrach, Ulrich Paquet, Jeffrey S. Rosenschein |
ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems | |
DongSheng Li, Chao Chen, Qin Lv, Li Shang, Stephen M. Chu, Hongyuan Zha |
Learning with Feature Network and Label Network Simultaneously | |
Yingming Li, Ming Yang, Zenglin Xu, Zhongfei (Mark) Zhang |
Collaborative Company Profiling: Insights from an Employee's Perspective | |
Hao Lin, Hengshu Zhu, Yuan Zuo, Chen Zhu, Junjie Wu, Hui Xiong |
ESPACE: Accelerating Convolutional Neural Networks via Eliminating Spatial and Channel Redundancy | |
Shaohui Lin, Rongrong Ji, Chao Chen, Feiyue Huang |
A Sparse Dictionary Learning Framework to Discover Discriminative Source Activations in EEG Brain Mapping | |
Feng Liu, Shouyi Wang, Jay Rosenberger, Jianzhong Su, Hanli Liu |
On Predictive Patent Valuation: Forecasting Patent Citations and Their Types | |
Xin Liu, Junchi Yan, Shuai Xiao, Xiangfeng Wang, Hongyuan Zha, Stephen M. Chu |
Let Your Photos Talk: Generating Narrative Paragraph for Photo Stream via Bidirectional Attention Recurrent Neural Networks | |
Yu Liu, Jianlong Fu, Tao Mei, Chang Wen Chen |
Data-Driven Approximations to NP-Hard Problems | |
Anton Milan, S. Hamid Rezatofighi, Ravi Garg, Anthony Dick, Ian Reid |
Predicting Demographics of High-Resolution Geographies with Geotagged Tweets | |
Omar Montasser, Daniel Kifer |
Finding Cut from the Same Cloth: Cross Network Link Recommendation via Joint Matrix Factorization | |
Arun Reddy Nelakurthi, Jingrui He |
FeaBoost: Joint Feature and Label Refinement for Semantic Segmentation | |
Yulei Niu, Zhiwu Lu, Songfang Huang, Xin Gao, Ji-Rong Wen |
Learning Implicit Tasks for Patient-Specific Risk Modeling in ICU | |
Nozomi Nori, Hisashi Kashima, Kazuto Yamashita, Susumu Kunisawa, Yuichi Imanaka |
Enabling Dark Energy Science with Deep Generative Models of Galaxy Images | |
Siamak Ravanbakhsh, Francois Lanusse, Rachel Mandelbaum, Jeff Schneider, Barnabas Poczos |
Unsupervised Deep Learning for Optical Flow Estimation | |
Zhe Ren, Junchi Yan, Bingbing Ni, Bin Liu, Xiaokang Yang, Hongyuan Zha |
Low-Rank Linear Cold-Start Recommendation from Social Data | |
Suvash Sedhain, Aditya Krishna Menon, Scott Sanner, Lexing Xie, Darius Braziunas |
Exploring Normalization in Deep Residual Networks with Concatenated Rectified Linear Units | |
Wenling Shang, Justin Chiu, Kihyuk Sohn |
Portfolio Selection via Subset Resampling | |
Weiwei Shen, Jun Wang |
Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks | |
Yinghuan Shi, Wenbin Li, Yang Gao, Longbing Cao, Dinggang Shen |
Fast Inverse Reinforcement Learning with Interval Consistent Graph for Driving Behavior Prediction | |
Masamichi Shimosaka, Junichi Sato, Kazuhito Takenaka, Kentarou Hitomi |
Neural Programming by Example | |
Chengxun Shu, Hongyu Zhang |
Simultaneous Clustering and Ensemble | |
Zhiqiang Tao, Hongfu Liu, Yun Fu |
A Deep Hierarchical Approach to Lifelong Learning in Minecraft | |
Chen Tessler, Shahar Givony, Tom Zahavy, Daniel J. Mankowitz, Shie Mannor |
Learning Attributes from the Crowdsourced Relative Labels | |
Tian Tian, Ning Chen, Jun Zhu |
Coupling Implicit and Explicit Knowledge for Customer Volume Prediction | |
Jingyuan Wang, Yating Lin, Junjie Wu, Zhong Wang, Zhang Xiong |
Beyond Monte Carlo Tree Search: Playing Go with Deep Alternative Neural Network and Long-Term Evaluation | |
Jinzhuo Wang, Wenmin Wang, Ronggang Wang, Wen Gao |
Multiset Feature Learning for Highly Imbalanced Data Classification | |
Fei Wu, Xiao-Yuan Jing, Shiguang Shan, Wangmeng Zuo, Jing-Yu Yang |
Adverse Drug Reaction Prediction with Symbolic Latent Dirichlet Allocation | |
Cao Xiao, Ping Zhang, W. Art Chaovalitwongse, Jianying Hu, Fei Wang |
Modeling the Intensity Function of Point Process Via Recurrent Neural Networks | |
Shuai Xiao, Junchi Yan, Xiaokang Yang, Hongyuan Zha, Stephen M. Chu |
Progressive Prediction of Student Performance in College Programs | |
Jie Xu, Yuli Han, Daniel Marcu, Mihaela van der Schaar |
Bridging Video Content and Comments: Synchronized Video Description with Temporal Summarization of Crowdsourced Time-Sync Comments | |
Linli Xu, Chao Zhang |
Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval | |
Erkun Yang, Cheng Deng, Wei Liu, Xianglong Liu, Dacheng Tao, Xinbo Gao |
Discriminative Semi-Supervised Dictionary Learning with Entropy Regularization for Pattern Classification | |
Meng Yang, Lin Chen |
Fine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images | |
Xin Yang, Lequan Yu, Lingyun Wu, Yi Wang, Dong Ni, Jing Qin, Pheng-Ann Heng |
Knowledge Transfer for Deep Reinforcement Learning with Hierarchical Experience Replay | |
Haiyan Yin, Sinno Jialin Pan |
Personalized Donor-Recipient Matching for Organ Transplantation | |
Jinsung Yoon, Ahmed M. Alaa, Martin Cadeiras, Mihaela van der Schaar |
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction | |
Junbo Zhang, Yu Zheng, Dekang Qi |
Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction | |
Lefei Zhang, Qian Zhang, Bo Du, Dacheng Tao, Jane You |
Discrete Personalized Ranking for Fast Collaborative Filtering from Implicit Feedback | |
Yan Zhang, Defu Lian, Guowu Yang |
Catch’Em All: Locating Multiple Diffusion Sources in Networks with Partial Observations | |
Kai Zhu, Zhen Chen, Lei Ying |
Machine Learning Methods
Learning Bayesian Networks with Incomplete Data by Augmentation | |
Tameem Adel, Cassio P. de Campos |
Unsupervised Domain Adaptation with a Relaxed Covariate Shift Assumption | |
Tameem Adel, Han Zhao, Alexander Wong |
Scalable Optimization of Multivariate Performance Measures in Multi-instance Multi-label Learning | |
Apoorv Aggarwal, Sandip Ghoshal, Ankith M. S. Shetty, Suhit Sinha, Ganesh Ramakrishnan, Purushottam Kar, Prateek Jain |
The Bernstein Mechanism: Function Release under Differential Privacy | |
Francesco Aldà, Benjamin I. P. Rubinstein |
Heavy-Tailed Analogues of the Covariance Matrix for ICA | |
Joseph Anderson, Navin Goyal, Anupama Nandi, Luis Rademacher |
Fast Generalized Distillation for Semi-Supervised Domain Adaptation | |
Shuang Ao, Xiang Li, Charles X. Ling |
The Option-Critic Architecture | |
Pierre-Luc Bacon, Jean Harb, Doina Precup |
Label Efficient Learning by Exploiting Multi-Class Output Codes | |
Maria Florina Balcan, Travis Dick, Yishay Mansour |
Robust Partially-Compressed Least-Squares | |
Stephen Becker, Ban Kawas, Marek Petrik |
Learning Residual Alternating Automata | |
Sebastian Berndt, Maciej Liśkiewicz, Matthias Lutter, Rüdiger Reischuk |
Resource Constrained Structured Prediction | |
Tolga Bolukbasi, Kai-Wei Chang, Joseph Wang, Venkatesh Saligrama |
Cross-Domain Kernel Induction for Transfer Learning | |
Wei-Cheng Chang, Yuexin Wu, Hanxiao Liu, Yiming Yang |
Informative Subspace Learning for Counterfactual Inference | |
Yale Chang, Jennifer G. Dy |
PAC Identification of a Bandit Arm Relative to a Reward Quantile | |
Arghya Roy Chaudhuri, Shivaram Kalyanakrishnan |
Classification with Minimax Distance Measures | |
Morteza Haghir Chehreghani |
Latent Discriminant Analysis with Representative Feature Discovery | |
Gang Chen |
Near-Optimal Active Learning of Halfspaces via Query Synthesis in the Noisy Setting | |
Lin Chen, Hamed Hassani, Amin Karbasi |
Sparse Boltzmann Machines with Structure Learning as Applied to Text Analysis | |
Zhourong Chen, Nevin L. Zhang, Dit-Yan Yeung, Peixian Chen |
Communication Lower Bounds for Distributed Convex Optimization: Partition Data on Features | |
Zihao Chen, Luo Luo, Zhihua Zhang |
OFFER: Off-Environment Reinforcement Learning | |
Kamil Andrzej Ciosek, Shimon Whiteson |
Addressing Imbalance in Multi-Label Classification Using Structured Hellinger Forests | |
Zachary Alan Daniels, Dimitris N. Metaxas |
Nonlinear Dynamic Boltzmann Machines for Time-Series Prediction | |
Sakyasingha Dasgupta, Takayuki Osogami |
Estimating the Maximum Expected Value in Continuous Reinforcement Learning Problems | |
Carlo D'Eramo, Alessandro Nuara, Matteo Pirotta, Marcello Restelli |
Scalable Multitask Policy Gradient Reinforcement Learning | |
Salam El Bsat, Haitham Bou Ammar, Matthew E. Taylor |
From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach | |
Sarah M. Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao |
A Nearly-Black-Box Online Algorithm for Joint Parameter and State Estimation in Temporal Models | |
Yusuf Bugra Erol, Yi Wu, Lei Li, Stuart Russell |
Structure Regularized Unsupervised Discriminant Feature Analysis | |
Mingyu Fan, Xiaojun Chang, Dacheng Tao |
Self-Paced Learning: An Implicit Regularization Perspective | |
Yanbo Fan, Ran He, Jian Liang, Baogang Hu |
Deep MIML Network | |
Ji Feng, Zhi-Hua Zhou |
Modeling Skewed Class Distributions by Reshaping the Concept Space | |
Kyle D. Feuz, Diane J. Cook |
On Learning High Dimensional Structured Single Index Models | |
Ravi Ganti, Nikhil Rao, Laura Balzano, Rebecca Willett, Robert Nowak |
Local Centroids Structured Non-Negative Matrix Factorization | |
Hongchang Gao, Feiping Nie, Heng Huang |
Low-Rank Factorization of Determinantal Point Processes | |
Mike Gartrell, Ulrich Paquet, Noam Koenigstein |
Robust Loss Functions under Label Noise for Deep Neural Networks | |
Aritra Ghosh, Himanshu Kumar, P. S. Sastry |
Exploring Commonality and Individuality for Multi-Modal Curriculum Learning | |
Chen Gong |
MPGL: An Efficient Matching Pursuit Method for Generalized LASSO | |
Dong Gong, Mingkui Tan, Yanning Zhang, Anton van den Hengel, Qinfeng Shi |
Weighted Bandits or: How Bandits Learn Distorted Values That Are Not Expected | |
Aditya Gopalan, Prashanth L. A., Michael Fu, Steve Marcus |
Efficient Sparse Low-Rank Tensor Completion Using the Frank-Wolfe Algorithm | |
Xiawei Guo, Quanming Yao, James Tin-Yau Kwok |
Convex Co-Embedding for Matrix Completion with Predictive Side Information | |
Yuhong Guo |
Continuous Conditional Dependency Network for Structured Regression | |
Chao Han, Mohamed Ghalwash, Zoran Obradovic |
Bilateral k-Means Algorithm for Fast Co-Clustering | |
Junwei Han, Kun Song, Feiping Nie, Xuelong Li |
Alternating Back-Propagation for Generator Network | |
Tian Han, Yang Lu, Song-Chun Zhu, Ying Nian Wu |
Enumerate Lasso Solutions for Feature Selection | |
Satoshi Hara, Takanori Maehara |
Scalable Algorithm for Higher-Order Co-Clustering via Random Sampling | |
Daisuke Hatano, Takuro Fukunaga, Takanori Maehara, Ken-ichi Kawarabayashi |
Learning Invariant Deep Representation for NIR-VIS Face Recognition | |
Ran He, Xiang Wu, Zhenan Sun, Tieniu Tan |
A Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression | |
Quang Minh Hoang, Trong Nghia Hoang, Kian Hsiang Low |
Semi-Supervised Adaptive Label Distribution Learning for Facial Age Estimation | |
Peng Hou, Xin Geng, Zeng-Wei Huo, Jia-Qi Lv |
Sampling Beats Fixed Estimate Predictors for Cloning Stochastic Behavior in Multiagent Systems | |
Brian Hrolenok, Byron Boots, Tucker Hybinette Balch |
Sequential Classification-Based Optimization for Direct Policy Search | |
Yi-Qi Hu, Hong Qian, Yang Yu |
A Riemannian Network for SPD Matrix Learning | |
Zhiwu Huang, Luc Van Gool |
Asynchronous Mini-Batch Gradient Descent with Variance Reduction for Non-Convex Optimization | |
Zhouyuan Huo, Heng Huang |
Learning Unitary Operators with Help From u(n) | |
Stephanie L. Hyland, Gunnar Rätsch |
Denoising Criterion for Variational Auto-Encoding Framework | |
Daniel Im Jiwoong Im, Sungjin Ahn, Roland Memisevic, Yoshua Bengio |
Recovering True Classifier Performance in Positive-Unlabeled Learning | |
Shantanu Jain, Martha White, Predrag Radivojac |
Generalized Ambiguity Decompositions for Classification with Applications in Active Learning and Unsupervised Ensemble Pruning | |
Zhengshen Jiang, Hongzhi Liu, Bin Fu, Zhonghai Wu |
Twin Learning for Similarity and Clustering: A Unified Kernel Approach | |
Zhao Kang, Chong Peng, Qiang Cheng |
Tunable Sensitivity to Large Errors in Neural Network Training | |
Gil Keren, Sivan Sabato, Björn Schuller |
Binary Embedding with Additive Homogeneous Kernels | |
Saehoon Kim, Seungjin Choi |
Structured Inference Networks for Nonlinear State Space Models | |
Rahul G. Krishnan, Uri Shalit, David Sontag |
Estimating Uncertainty Online Against an Adversary | |
Volodymyr Kuleshov, Stefano Ermon |
Learning Non-Linear Dynamics of Decision Boundaries for Maintaining Classification Performance | |
Atsutoshi Kumagai, Tomoharu Iwata |
Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration | |
Himabindu Lakkaraju, Ece Kamar, Rich Caruana, Eric Horvitz |
Dynamic Action Repetition for Deep Reinforcement Learning | |
Aravind S. Lakshminarayanan, Sahil Sharma, Balaraman Ravindran |
Playing FPS Games with Deep Reinforcement Learning | |
Guillaume Lample, Devendra Singh Chaplot |
Transfer Reinforcement Learning with Shared Dynamics | |
Romain Laroche, Merwan Barlier |
Transfer Learning for Deep Learning on Graph-Structured Data | |
Jaekoo Lee, Hyunjae Kim, Jongsun Lee, Sungroh Yoon |
Efficient Online Model Adaptation by Incremental Simplex Tableau | |
Zhixian Lei, Xuehan Ye, Yongcai Wang, Deying Li, Jia Xu |
Multivariate Hawkes Processes for Large-Scale Inference | |
Rémi Lemonnier, Kevin Scaman, Argyris Kalogeratos |
Self-Paced Multi-Task Learning | |
Changsheng Li, Junchi Yan, Fan Wei, Weishan Dong, Qingshan Liu, Hongyuan Zha |
Infinitely Many-Armed Bandits with Budget Constraints | |
Haifang Li, Yingce Xia |
Sparse Subspace Clustering by Learning Approximation ℓ0 Codes | |
Jun Li, Yu Kong, Yun Fu |
Riemannian Submanifold Tracking on Low-Rank Algebraic Variety | |
Qian Li, Zhichao Wang |
Large Graph Hashing with Spectral Rotation | |
Xuelong Li, Di Hu, Feiping Nie |
Low-Rank Tensor Completion with Total Variation for Visual Data Inpainting | |
Xutao Li, Yunming Ye, Xiaofei Xu |
Learning Safe Prediction for Semi-Supervised Regression | |
Yu-Feng Li, Han-Wen Zha, Zhi-Hua Zhou |
A Two-Stage Approach for Learning a Sparse Model with Sharp Excess Risk Analysis | |
Zhe Li, Tianbao Yang, Lijun Zhang, Rong Jin |
Balanced Clustering with Least Square Regression | |
Hanyang Liu, Junwei Han, Feiping Nie, Xuelong Li |
Ordinal Constrained Binary Code Learning for Nearest Neighbor Search | |
Hong Liu, Rongrong Ji, Yongjian Wu, Feiyue Huang |
Sparse Deep Transfer Learning for Convolutional Neural Network | |
Jiaming Liu, Yali Wang, Yu Qiao |
Cost-Sensitive Feature Selection via F-Measure Optimization Reduction | |
Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao |
Multiple Kernel k-Means with Incomplete Kernels | |
Xinwang Liu, Miaomiao Li, Lei Wang, Yong Dou, Jianping Yin, En Zhu |
Optimal Neighborhood Kernel Clustering with Multiple Kernels | |
Xinwang Liu, Sihang Zhou, Yueqing Wang, Miaomiao Li, Yong Dou, En Zhu, Jianping Yin |
Generalization Analysis for Ranking Using Integral Operator | |
Yong Liu, Shizhong Liao, Hailun Lin, Yinliang Yue, Weiping Wang |
Infinite Kernel Learning: Generalization Bounds and Algorithms | |
Yong Liu, Shizhong Liao, Hailun Lin, Yinliang Yue, Weiping Wang |
Accelerated Variance Reduced Stochastic ADMM | |
Yuanyuan Liu, Fanhua Shang, James Cheng |
Semi-Supervised Classifications via Elastic and Robust Embedding | |
Yun Liu, Yiming Guo, Hua Wang, Feiping Nie, Heng Huang |
Approximate Conditional Gradient Descent on Multi-Class Classification | |
Zhuanghua Liu, Ivor Tsang |
Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling | |
Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander Hauptmann, Qinghua Zheng |
Active Search for Sparse Signals with Region Sensing | |
Yifei Ma, Roman Garnett, Jeff Schneider |
Where to Add Actions in Human-in-the-Loop Reinforcement Learning | |
Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popović |
Asynchronous Stochastic Proximal Optimization Algorithms with Variance Reduction | |
Qi Meng, Wei Chen, Jingcheng Yu, Taifeng Wang, Zhi-Ming Ma, Tie-Yan Liu |
Generalization Error Bounds for Optimization Algorithms via Stability | |
Qi Meng, Yue Wang, Wei Chen, Taifeng Wang, Zhi-Ming Ma, Tie-Yan Liu |
When and Why Are Deep Networks Better Than Shallow Ones? | |
Hrushikesh Mhaskar, Qianli Liao, Tomaso Poggio |
Lifted Inference for Convex Quadratic Programs | |
Martin Mladenov, Leonard Kleinhans, Kristian Kersting |
Poisson Sum-Product Networks: A Deep Architecture for Tractable Multivariate Poisson Distributions | |
Alejandro Molina, Sriraam Natarajan, Kristian Kersting |
Deep Collective Inference | |
John Moore, Jennifer Neville |
Streaming Classification with Emerging New Class by Class Matrix Sketching | |
Xin Mu, Feida Zhu, Juan Du, Ee-Peng Lim, Zhi-Hua Zhou |
Deep Hashing: A Joint Approach for Image Signature Learning | |
Yadong Mu, Zhu Liu |
Tsallis Regularized Optimal Transport and Ecological Inference | |
Boris Muzellec, Richard Nock, Giorgio Patrini, Frank Nielsen |
The Multivariate Generalised von Mises Distribution: Inference and Applications | |
Alexandre K. W. Navarro, Jes Frellsen, Richard E. Turner |
Querying Partially Labelled Data to Improve a K-nn Classifier | |
Vu-Linh Nguyen, Sébastien Destercke, Marie-Helene Masson |
Multi-View Clustering and Semi-Supervised Classification with Adaptive Neighbours | |
Feiping Nie, Guohao Cai, Xuelong Li |
Multiclass Capped ℓp-Norm SVM for Robust Classifications | |
Feiping Nie, Xiaoqian Wang, Heng Huang |
Unsupervised Large Graph Embedding | |
Feiping Nie, Wei Zhu, Xuelong Li |
Matching Node Embeddings for Graph Similarity | |
Giannis Nikolentzos, Polykarpos Meladianos, Michalis Vazirgiannis |
Inductive Pairwise Ranking: Going Beyond the n log(n) Barrier | |
U.N. Niranjan, Arun Rajkumar |
Active Search in Intensionally Specified Structured Spaces | |
Dino Oglic, Roman Garnett, Thomas Gaertner |
Top-k Hierarchical Classification | |
Sechan Oh |
Unimodal Thompson Sampling for Graph-Structured Arms | |
Stefano Paladino, Francesco Trovò, Marcello Restelli, Nicola Gatti |
Accelerated Gradient Temporal Difference Learning | |
Yangchen Pan, Adam White, Martha White |
A General Framework for Sparsity Regularized Feature Selection via Iteratively Reweighted Least Square Minimization | |
Hanyang Peng, Yong Fan |
Cascade Subspace Clustering | |
Xi Peng, Jiashi Feng, Jiwen Lu, Wei-Yun Yau, Zhang Yi |
Column Networks for Collective Classification | |
Trang Pham, Truyen Tran, Dinh Phung, Svetha Venkatesh |
A General Clustering Agreement Index: For Comparing Disjoint and Overlapping Clusters | |
Reihaneh Rabbany, Osmar R. Zaïane |
Non-Negative Inductive Matrix Completion for Discrete Dyadic Data | |
Piyush Rai |
Online Active Linear Regression via Thresholding | |
Carlos Riquelme, Ramesh Johari, Baosen Zhang |
Adaptive Proximal Average Approximation for Composite Convex Minimization | |
Li Shen, Wei Liu, Junzhou Huang, Yu-Gang Jiang, Shiqian Ma |
Random Features for Shift-Invariant Kernels with Moment Matching | |
Weiwei Shen, Zhihui Yang, Jun Wang |
Compressed K-Means for Large-Scale Clustering | |
Xiaobo Shen, Weiwei Liu, Ivor Tsang, Fumin Shen, Quan-Sen Sun |
Patch Reordering: A NovelWay to Achieve Rotation and Translation Invariance in Convolutional Neural Networks | |
Xu Shen, Xinmei Tian, Shaoyan Sun, Dacheng Tao |
Asymmetric Discrete Graph Hashing | |
Xiaoshuang Shi, Fuyong Xing, Kaidi Xu, Manish Sapkota, Lin Yang |
Spectral Clustering with Brainstorming Process for Multi-View Data | |
Jeong-Woo Son, Junkey Jeon, Alex Lee, Sun-Joong Kim |
Parameter Free Large Margin Nearest Neighbor for Distance Metric Learning | |
Kun Song, Feiping Nie, Junwei Han, Xuelong Li |
Multilinear Regression for Embedded Feature Selection with Application to fMRI Analysis | |
Xiaonan Song, Haiping Lu |
Distributed Negative Sampling for Word Embeddings | |
Stergios Stergiou, Zygimantas Straznickas, Rolina Wu, Kostas Tsioutsiouliklis |
Label-Free Supervision of Neural Networks with Physics and Domain Knowledge | |
Russell Stewart, Stefano Ermon |
Unsupervised Learning with Truncated Gaussian Graphical Models | |
Qinliang Su, Xuejun Liao, Chunyuan Li, Zhe Gan, Lawrence Carin |
Automatic Curriculum Graph Generation for Reinforcement Learning Agents | |
Maxwell Svetlik, Matteo Leonetti, Jivko Sinapov, Rishi Shah, Nick Walker, Peter Stone |
Self-Correcting Models for Model-Based Reinforcement Learning | |
Erik Talvitie |
Distant Domain Transfer Learning | |
Ben Tan, Yu Zhang, Sinno Jialin Pan, Qiang Yang |
Confidence-Rated Discriminative Partial Label Learning | |
Cai-Zhi Tang, Min-Ling Zhang |
Cross-Domain Ranking via Latent Space Learning | |
Jie Tang, Wendy Hall |
How to Train a Compact Binary Neural Network with High Accuracy? | |
Wei Tang, Gang Hua, Liang Wang |
Policy Search with High-Dimensional Context Variables | |
Voot Tangkaratt, Herke van Hoof, Simone Parisi, Gerhard Neumann, Jan Peters, Masashi Sugiyama |
Coactive Critiquing: Elicitation of Preferences and Features | |
Stefano Teso, Paolo Dragone, Andrea Passerini |
Importance Sampling with Unequal Support | |
Philip S. Thomas, Emma Brunskill |
Achieving Privacy in the Adversarial Multi-Armed Bandit | |
Aristide Charles Yedia Tossou, Christos Dimitrakakis |
Thompson Sampling for Stochastic Bandits with Graph Feedback | |
Aristide C. Y. Tossou, Christos Dimitrakakis, Devdatt Dubhashi |
Selecting Sequences of Items via Submodular Maximization | |
Sebastian Tschiatschek, Adish Singla, Andreas Krause |
Variable Kernel Density Estimation in High-Dimensional Feature Spaces | |
Christiaan Maarten van der Walt, Etienne Barnard |
Regularization for Unsupervised Deep Neural Nets | |
Baiyang Wang, Diego Klabjan |
Relational Deep Learning: A Deep Latent Variable Model for Link Prediction | |
Hao Wang, Xingjian Shi, Dit-Yan Yeung |
Factorization Bandits for Interactive Recommendation | |
Huazheng Wang, Qingyun Wu, Hongning Wang |
Latent Smooth Skeleton Embedding | |
Li Wang, Qi Mao, Ivor W. Tsang |
Polynomial Optimization Methods for Matrix Factorization | |
Po-Wei Wang, Chun-Liang Li, J. Zico Kolter |
Two-Dimensional PCA with F-Norm Minimization | |
Qianqian Wang, Quanxue Gao |
Feature Selection Guided Auto-Encoder | |
Shuyang Wang, Zhengming Ding, Yun Fu |
Fredholm Multiple Kernel Learning for Semi-Supervised Domain Adaptation | |
Wei Wang, Hao Wang, Chen Zhang, Yang Gao |
Fast Online Incremental Learning on Mixture Streaming Data | |
Yi Wang, Xin Fan, Zhongxuan Luo, Tianzhu Wang, Maomao Min, Jiebo Luo |
Efficient Ordered Combinatorial Semi-Bandits for Whole-Page Recommendation | |
Yingfei Wang, Hua Ouyang, Chu Wang, Jianhui Chen, Tsvetan Asamov, Yi Chang |
Unbiased Multivariate Correlation Analysis | |
Yisen Wang, Simone Romano, Vinh Nguyen, James Bailey, Xingjun Ma, Shu-Tao Xia |
Beyond RPCA: Flattening Complex Noise in the Frequency Domain | |
Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao |
Improving Efficiency of SVM k-Fold Cross-Validation by Alpha Seeding | |
Zeyi Wen, Bin Li, Ramamohanarao Kotagiri, Jian Chen, Yawen Chen, Rui Zhang |
Rank Ordering Constraints Elimination with Application for Kernel Learning | |
Ying Xie, Chris H. Q. Ding, Yihong Gong, Zongze Wu |
Solving Indefinite Kernel Support Vector Machine with Difference of Convex Functions Programming | |
Hai-Ming Xu, Hui Xue, Xiao-Hong Chen, Yun-Yun Wang |
Cleaning the Null Space: A Privacy Mechanism for Predictors | |
Ke Xu, Tongyi Cao, Swair Shah, Crystal Maung, Haim Schweitzer |
Efficient Non-Oblivious Randomized Reduction for Risk Minimization with Improved Excess Risk Guarantee | |
Yi Xu, Haiqin Yang, Lijun Zhang, Tianbao Yang |
A General Efficient Hyperparameter-Free Algorithm for Convolutional Sparse Learning | |
Zheng Xu, Junzhou Huang |
Multi-View Correlated Feature Learning by Uncovering Shared Component | |
Xiaowei Xue, Feiping Nie, Sen Wang, Xiaojun Chang, Bela Stantic, Min Yao |
A Framework of Online Learning with Imbalanced Streaming Data | |
Yan Yan, Tianbao Yang, Yi Yang, Jianhui Chen |
TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records | |
Kai Yang, Xiang Li, Haifeng Liu, Jing Mei, Guotong Xie, Junfeng Zhao, Bing Xie, Fei Wang |
Deep Learning for Fixed Model Reuse | |
Yang Yang, De-Chuan Zhan, Ying Fan, Yuan Jiang, Zhi-Hua Zhou |
Learning Deep Latent Space for Multi-Label Classification | |
Chih-Kuan Yeh, Wei-Chieh Wu, Wei-Jen Ko, Yu-Chiang Frank Wang |
A Unified Algorithm for One-Cass Structured Matrix Factorization with Side Information | |
Hsiang-Fu Yu, Hsin-Yuan Huang, Inderjit Dhillon, Chih-Jen Lin |
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient | |
Lantao Yu, Weinan Zhang, Jun Wang, Yong Yu |
CBRAP: Contextual Bandits with RAndom Projection | |
Xiaotian Yu, Michael R. Lyu, Irwin King |
An Exact Penalty Method for Binary Optimization Based on MPEC Formulation | |
Ganzhao Yuan, Bernard Ghanem |
Scalable Feature Selection via Distributed Diversity Maximization | |
Sepehr Abbasi Zadeh, Mehrdad Ghadiri, Vahab Mirrokni, Morteza Zadimoghaddam |
Fast Compressive Phase Retrieval under Bounded Noise | |
Hongyang Zhang, Shan You, Zhouchen Lin, Chao Xu |
Query-Efficient Imitation Learning for End-to-End Simulated Driving | |
Jiakai Zhang, Kyunghyun Cho |
Growing Interpretable Part Graphs on ConvNets via Multi-Shot Learning | |
Quanshi Zhang, Ruiming Cao, Ying Nian Wu, Song-Chun Zhu |
Universum Prescription: Regularization Using Unlabeled Data | |
Xiang Zhang, Yann LeCun |
Learning Sparse Task Relations in Multi-Task Learning | |
Yu Zhang, Qiang Yang |
Multi-View Clustering via Deep Matrix Factorization | |
Handong Zhao, Zhengming Ding, Yun Fu |
SCOPE: Scalable Composite Optimization for Learning on Spark | |
Shen-Yi Zhao, Ru Xiang, Ying-Hao Shi, Peng Gao, Wu-Jun Li |
Lock-Free Optimization for Non-Convex Problems | |
Shen-Yi Zhao, Gong-Duo Zhang, Wu-Jun Li |
Scalable Graph Embedding for Asymmetric Proximity | |
Chang Zhou, Yuqiong Liu, Xiaofei Liu, Zhongyi Liu, Jun Gao |
Bilinear Probabilistic Canonical Correlation Analysis via Hybrid Concatenations | |
Yang Zhou, Haiping Lu, Yiu-ming Cheung |
Parametric Dual Maximization for Non-Convex Learning Problems | |
Yuxun Zhou, Zhaoyi Kang, Costas J. Spanos |
One-Step Spectral Clustering via Dynamically Learning Affinity Matrix and Subspace | |
Xiaofeng Zhu, Wei He, Yonggang Li, Yang Yang, Shichao Zhang, Rongyao Hu, Yonghua Zhu |
Multi-Kernel Low-Rank Dictionary Pair Learning for Multiple Features Based Image Classification | |
Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Di Wu, Li Cheng, Sen Li, Ruimin Hu |
Discover Multiple Novel Labels in Multi-Instance Multi-Label Learning | |
Yue Zhu, Kai Ming Ting, Zhi-Hua Zhou |
Multiagent Systems
Improving Surveillance Using Cooperative Target Observation | |
Rashi Aswani, Sai Krishna Munnangi, Praveen Paruchuri |
Query Complexity of Tournament Solutions | |
Palash Dey |
Centralized versus Personalized Commitments and Their Influence on Cooperation in Group Interactions | |
The Anh Han, Luis Moniz Pereira, Luis A. Martinez-Vaquero, Tom Lenaerts |
Kont: Computing Tradeoffs in Normative Multiagent Systems | |
Ozgur Kafali, Nirav Ajmeri, Munindar P. Singh |
Parameterised Verification of Infinite State Multi-Agent Systems via Predicate Abstraction | |
Panagiotis Kouvaros, Alessio Lomuscio |
Decentralized Planning in Stochastic Environments with Submodular Rewards | |
Rajiv Ranjan Kumar, Pradeep Varakantham, Akshat Kumar |
Solving Seven Open Problems of Offline and Online Control in Borda Elections | |
Marc Neveling, Jörg Rothe |
Collective Multiagent Sequential Decision Making Under Uncertainty | |
Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau |
Nurturing Group-Beneficial Information-Gathering Behaviors Through Above-Threshold Criteria Setting | |
Igor Rochlin, David Sarne, Maytal Bremer, Ben Grynhaus |
Natural Language Processing and Knowledge Representation
Improving Multi-Document Summarization via Text Classification | |
Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei |
Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions | |
Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao |
Neural Bag-of-Ngrams | |
Bofang Li, Tao Liu, Zhe Zhao, Puwei Wang, Xiaoyong Du |
SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents | |
Ramesh Nallapati, Feifei Zhai, Bowen Zhou |
Unit Dependency Graph and Its Application to Arithmetic Word Problem Solving | |
Subhro Roy, Dan Roth |
Prerequisite Skills for Reading Comprehension: Multi-Perspective Analysis of MCTest Datasets and Systems | |
Saku Sugawara, Hikaru Yokono, Akiko Aizawa |
Neural Machine Translation with Reconstruction | |
Zhaopeng Tu, Yang Liu, Lifeng Shang, Xiaohua Liu, Hang Li |
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions | |
Han Xiao, Minlie Huang, Lian Meng, Xiaoyan Zhu |
Efficiently Answering Technical Questions — A Knowledge Graph Approach | |
Shuo Yang, Lei Zou, Zhongyuan Wang, Jun Yan, Ji-Rong Wen |
Incorporating Knowledge Graph Embeddings into Topic Modeling | |
Liang Yao, Yin Zhang, Baogang Wei, Zhe Jin, Rui Zhang, Yangyang Zhang, Qinfei Chen |
A Context-Enriched Neural Network Method for Recognizing Lexical Entailment | |
Kun Zhang, Enhong Chen, Qi Liu, Chuanren Liu, Guangyi Lv |
Natural Language Processing and Machine Learning
Bayesian Neural Word Embedding | |
Oren Barkan |
Improving Word Embeddings with Convolutional Feature Learning and Subword Information | |
Shaosheng Cao, Wei Lu |
Joint Copying and Restricted Generation for Paraphrase | |
Ziqiang Cao, Chuwei Luo, Wenjie Li, Sujian Li |
Unsupervised Learning of Evolving Relationships Between Literary Characters | |
Snigdha Chaturvedi, Mohit Iyyer, Hal Daume III |
Translation Prediction with Source Dependency-Based Context Representation | |
Kehai Chen, Tiejun Zhao, Muyun Yang, Lemao Liu |
Maximum Reconstruction Estimation for Generative Latent-Variable Models | |
Yong Cheng, Yang Liu, Wei Xu |
Incorporating Expert Knowledge into Keyphrase Extraction | |
Sujatha Das Gollapalli, Xiao-li Li, Peng Yang |
Unsupervised Learning for Lexicon-Based Classification | |
Jacob Eisenstein |
Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge | |
Matt Gardner, Jayant Krishnamurthy |
Geometry of Compositionality | |
Hongyu Gong, Suma Bhat, Pramod Viswanath |
Disambiguating Spatial Prepositions Using Deep Convolutional Networks | |
Kaveh Hassani, Won-Sook Lee |
A Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media | |
Hangfeng He, Xu Sun |
Recurrent Attentional Topic Model | |
Shuangyin Li, Yu Zhang, Rong Pan, Mingzhi Mao, Yang Yang |
Representations of Context in Recognizing the Figurative and Literal Usages of Idioms | |
Changsheng Liu, Rebecca Hwa |
Deterministic Attention for Sequence-to-Sequence Constituent Parsing | |
Chunpeng Ma, Lemao Liu, Akihiro Tamura, Tiejun Zhao, Eiichiro Sumita |
S2JSD-LSH: A Locality-Sensitive Hashing Schema for Probability Distributions | |
Xian-Ling Mao, Bo-Si Feng, Yi-Jing Hao, Liqiang Nie, Heyan Huang, Guihua Wen |
Coherent Dialogue with Attention-Based Language Models | |
Hongyuan Mei, Mohit Bansal, Matthew R. Walter |
Definition Modeling: Learning to Define Word Embeddings in Natural Language | |
Thanapon Noraset, Chen Liang, Larry Birnbaum, Doug Downey |
Incrementally Learning the Hierarchical Softmax Function for Neural Language Models | |
Hao Peng, Jianxin Li, Yangqiu Song, Yaopeng Liu |
Condensed Memory Networks for Clinical Diagnostic Inferencing | |
Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri |
Robsut Wrod Reocginiton via Semi-Character Recurrent Neural Network | |
Keisuke Sakaguchi, Kevin Duh, Matt Post, Benjamin Van Durme |
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation | |
Iulian Vlad Serban, Tim Klinger, Gerald Tesauro, Kartik Talamadupula, Bowen Zhou, Yoshua Bengio, Aaron Courville |
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues | |
Iulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, Laurent Charlin, Joelle Pineau, Aaron Courville, Yoshua Bengio |
Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation | |
Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu |
Semantic Parsing with Neural Hybrid Trees | |
Raymond Hendy Susanto, Wei Lu |
Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms | |
Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao |
Dual-Clustering Maximum Entropy with Application to Classification and Word Embedding | |
Xiaolong Wang, Jingjing Wang, Chengxiang Zhai |
Neural Machine Translation Advised by Statistical Machine Translation | |
Xing Wang, Zhengdong Lu, Zhaopeng Tu, Hang Li, Deyi Xiong, Min Zhang |
A Dynamic Window Neural Network for CCG Supertagging | |
Huijia Wu, Jiajun Zhang, Chengqing Zong |
Distinguish Polarity in Bag-of-Words Visualization | |
Yusheng Xie, Zhengzhang Chen, Ankit Agrawal, Alok Choudhary |
Topic Aware Neural Response Generation | |
Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, Wei-Ying Ma |
Variational Autoencoder for Semi-Supervised Text Classification | |
Weidi Xu, Haoze Sun, Chao Deng, Ying Tan |
Neural Models for Sequence Chunking | |
Feifei Zhai, Saloni Potdar, Bing Xiang, Bowen Zhou |
BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings | |
Biao Zhang, Deyi Xiong, Jinsong Su |
Bilingual Lexicon Induction from Non-Parallel Data with Minimal Supervision | |
Meng Zhang, Haoruo Peng, Yang Liu, Huanbo Luan, Maosong Sun |
Active Discriminative Text Representation Learning | |
Ye Zhang, Matthew Lease, Byron C. Wallace |
Learning Context-Specific Word/Character Embeddings | |
Xiaoqing Zheng, Jiangtao Feng, Yi Chen, Haoyuan Peng, Wenqing Zhang |
Mechanism-Aware Neural Machine for Dialogue Response Generation | |
Ganbin Zhou, Ping Luo, Rongyu Cao, Fen Lin, Bo Chen, Qing He |
Natural Language Processing and Text Mining
Bootstrapping Distantly Supervised IE Using Joint Learning and Small Well-Structured Corpora | |
Lidong Bing, Bhuwan Dhingra, Kathryn Mazaitis, Jong Hyuk Park, William W. Cohen |
Using Discourse Signals for Robust Instructor Intervention Prediction | |
Muthu Kumar Chandrasekaran, Carrie Demmans Epp, Min-Yen Kan, Diane J. Litman |
Automatic Emphatic Information Extraction from Aligned Acoustic Data and Its Application on Sentence Compression | |
Yanju Chen, Rong Pan |
Unsupervised Sentiment Analysis with Signed Social Networks | |
Kewei Cheng, Jundong Li, Jiliang Tang, Huan Liu |
Recurrent Neural Networks with Auxiliary Labels for Cross-Domain Opinion Target Extraction | |
Ying Ding, Jianfei Yu, Jing Jiang |
Distant Supervision via Prototype-Based Global Representation Learning | |
Xianpei Han, Le Sun |
What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM | |
Linmei Hu, Juanzi Li, Liqiang Nie, Xiao-Li Li, Chao Shao |
Efficient Dependency-Guided Named Entity Recognition | |
Zhanming Jie, Aldrian Obaja Muis, Wei Lu |
Improving Event Causality Recognition with Multiple Background Knowledge Sources Using Multi-Column Convolutional Neural Networks | |
Canasai Kruengkrai, Kentaro Torisawa, Chikara Hashimoto, Julien Kloetzer, Jong-Hoon Oh, Masahiro Tanaka |
Efficiently Mining High Quality Phrases from Texts | |
Bing Li, Xiaochun Yang, Bin Wang, Wei Cui |
Learning Latent Sentiment Scopes for Entity-Level Sentiment Analysis | |
Hao Li, Wei Lu |
Structural Correspondence Learning for Cross-Lingual Sentiment Classification with One-to-Many Mappings | |
Nana Li, Shuangfei Zhai, Zhongfei Zhang, Boying Liu |
Salience Estimation via Variational Auto-Encoders for Multi-Document Summarization | |
Piji Li, Zihao Wang, Wai Lam, Zhaochun Ren, Lidong Bing |
Collaborative User Clustering for Short Text Streams | |
Shangsong Liang, Zhaochun Ren, Emine Yilmaz, Evangelos Kanoulas |
Word Embedding Based Correlation Model for Question/Answer Matching | |
Yikang Shen, Wenge Rong, Nan Jiang, Baolin Peng, Jie Tang, Zhang Xiong |
Greedy Flipping for Constrained Word Deletion | |
Jin-ge Yao, Xiaojun Wan |
Attentive Interactive Neural Networks for Answer Selection in Community Question Answering | |
Xiaodong Zhang, Sujian Li, Lei Sha, Houfeng Wang |
Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning | |
Zhou Zhao, Hanqing Lu, Vincent W. Zheng, Deng Cai, Xiaofei He, Yueting Zhuang |
Planning and Scheduling
Plan Reordering and Parallel Execution — A Parameterized Complexity View | |
Meysam Aghighi, Christer Bäckström |
Validating Domains and Plans for Temporal Planning via Encoding into Infinite-State Linear Temporal Logic | |
Alessandro Cimatti, Andrea Micheli, Marco Roveri |
On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment | |
Giuseppe De Giacomo, Fabrizio Maria Maggi, Andrea Marrella, Fabio Patrizi |
Bounding the Probability of Resource Constraint Violations in Multi-Agent MDPs | |
Frits de Nijs, Erwin Walraven, Mathijs M. de Weerdt, Matthijs T. J. Spaan |
Optimizing Quantiles in Preference-Based Markov Decision Processes | |
Hugo Gilbert, Paul Weng, Yan Xu |
An Analysis of Monte Carlo Tree Search | |
Steven James, George Konidaris, Benjamin Rosman |
An Efficient Approach to Model-Based Hierarchical Reinforcement Learning | |
Zhuoru Li, Akshay Narayan, Tze-Yun Leong |
Best-First Width Search: Exploration and Exploitation in Classical Planning | |
Nir Lipovetzky, Hector Geffner |
Robust Execution of Probabilistic Temporal Plans | |
Kyle Lund, Sam Dietrich, Scott Chow, James C. Boerkoel |
Multi-Agent Path Finding with Delay Probabilities | |
Hang Ma, T. K. Satish Kumar, Sven Koenig |
Logical Filtering and Smoothing: State Estimation in Partially Observable Domains | |
Brent Mombourquette, Christian Muise, Sheila A. McIlraith |
Landmark-Based Heuristics for Goal Recognition | |
Ramon Fraga Pereira, Nir Oren, Felipe Meneguzzi |
Fast SSP Solvers Using Short-Sighted Labeling | |
Luis Enrique Pineda, Kyle Hollins Wray, Shlomo Zilberstein |
Higher-Dimensional Potential Heuristics for Optimal Classical Planning | |
Florian Pommerening, Malte Helmert, Blai Bonet |
Schematic Invariants by Reduction to Ground Invariants | |
Jussi Rintanen |
Narrowing the Gap Between Saturated and Optimal Cost Partitioning for Classical Planning | |
Jendrik Seipp, Thomas Keller, Malte Helmert |
Incorporating Domain-Independent Planning Heuristics in Hierarchical Planning | |
Vikas Shivashankar, Ron Alford, David W. Aha |
Computational Issues in Time-Inconsistent Planning | |
Pingzhong Tang, Yifeng Teng, Zihe Wang, Shenke Xiao, Yichong Xu |
Accelerated Vector Pruning for Optimal POMDP Solvers | |
Erwin Walraven, Matthijs T. J. Spaan |
When to Reset Your Keys: Optimal Timing of Security Updates via Learning | |
Zizhan Zheng, Ness B. Shroff, Prasant Mohapatra |
Human-Aware Plan Recognition | |
Hankz Hankui Zhuo |
Reasoning under Uncertainty
Minimal Undefinedness for Fuzzy Answer Sets | |
Mario Alviano, Giovanni Amendola, Rafael Peñaloza |
Open-Universe Weighted Model Counting | |
Vaishak Belle |
Deterministic versus Probabilistic Methods for Searching for an Evasive Target | |
Sara Bernardini, Maria Fox, Derek Long, Chiara Piacentini |
Non-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces | |
Alberto Camacho, Eleni Triantafillou, Christian Muise, Jorge A. Baier, Sheila A. McIlraith |
Optimizing Expectation with Guarantees in POMDPs | |
Krishnendu Chatterjee, Petr Novotný, Guillermo A. Pérez, Jean-François Raskin, Đorđe Žikelić |
Latent Dependency Forest Models | |
Shanbo Chu, Yong Jiang, Kewei Tu |
Causal Effect Identification by Adjustment under Confounding and Selection Biases | |
Juan D. Correa, Elias Bareinboim |
The Linearization of Belief Propagation on Pairwise Markov Random Fields | |
Wolfgang Gatterbauer |
The Kernel Kalman Rule — Efficient Nonparametric Inference with Recursive Least Squares | |
Gregor H. W. Gebhardt, Andras Kupcsik, Gerhard Neumann |
Misspecified Linear Bandits | |
Avishek Ghosh, Sayak Ray Chowdhury, Aditya Gopalan |
Reasoning about Cognitive Trust in Stochastic Multiagent Systems | |
Xiaowei Huang, Marta Zofia Kwiatkowska |
Anytime Best+Depth-First Search for Bounding Marginal MAP | |
Radu Marinescu, Junkyu Lee, Alexander Ihler, Rina Dechter |
Multi-Objective Influence Diagrams with Possibly Optimal Policies | |
Radu Marinescu, Abdul Razak, Nic Wilson |
Hindsight Optimization for Hybrid State and Action MDPs | |
Aswin Raghavan, Scott Sanner, Roni Khardon, Prasad Tadepalli, Alan Fern |
I See What You See: Inferring Sensor and Policy Models of Human Real-World Motor Behavior | |
Felix Schmitt, Hans-Joachim Bieg, Michael Herman, Constantin A. Rothkopf |
Solving Constrained Combinatorial Optimisation Problems via MAP Inference without High-Order Penalties | |
Zhen Zhang, Qinfeng Shi, Julian McAuley, Wei Wei, Yanning Zhang, Rui Yao, Anton van den Hengel |
Robotics
Deep Learning Quadcopter Control via Risk-Aware Active Learning | |
Olov Andersson, Mariusz Wzorek, Patrick Doherty |
Latent Dirichlet Allocation for Unsupervised Activity Analysis on an Autonomous Mobile Robot | |
Paul Duckworth, Muhannad Alomari, James Charles, David C. Hogg, Anthony G. Cohn |
Unsupervised Feature Learning for 3D Scene Reconstruction with Occupancy Maps | |
Vitor Campanholo Guizilini, Fabio Tozeto Ramos |
Grounded Action Transformation for Robot Learning in Simulation | |
Josiah P. Hanna, Peter Stone |
A Diversified Generative Latent Variable Model for WiFi-SLAM | |
Hao Xiong, Dacheng Tao |
Associate Latent Encodings in Learning from Demonstrations | |
Hang Yin, Francisco S. Melo, Aude Billard, Ana Paiva |
Dynamically Constructed (PO)MDPs for Adaptive Robot Planning | |
Shiqi Zhang, Piyush Khandelwal, Peter Stone |
Search and Constraint Satisfaction
A SAT-Based Approach for Solving the Modal Logic S5-Satisfiability Problem | |
Thomas Caridroit, Jean-Marie Lagniez, Daniel Le Berre, Tiago de Lima, Valentin Montmirail |
A BTP-Based Family of Variable Elimination Rules for Binary CSPs | |
Achref El Mouelhi |
Algorithms for Deciding Counting Quantifiers over Unary Predicates | |
Marcelo Finger, Glauber De Bona |
Maximum Model Counting | |
Daniel J. Fremont, Markus N. Rabe, Sanjit A. Seshia |
Phase Transitions for Scale-Free SAT Formulas | |
Tobias Friedrich, Anton Krohmer, Ralf Rothenberger, Andrew M. Sutton |
The Opacity of Backbones | |
Lane A. Hemaspaandra, David E. Narváez |
Between Subgraph Isomorphism and Maximum Common Subgraph | |
Ruth Hoffmann, Ciaran McCreesh, Craig Reilly |
Should Algorithms for Random SAT and Max-SAT Be Different? | |
Sixue Liu, Gerard de Melo |
Soft and Cost MDD Propagators | |
Guillaume Perez, Jean-Charles Régin |
Rigging Nearly Acyclic Tournaments Is Fixed-Parameter Tractable | |
M. S. Ramanujan, Stefan Szeider |
RQUERY: Rewriting Natural Language Queries on Knowledge Graphs to Alleviate the Vocabulary Mismatch Problem | |
Saeedeh Shekarpour, Edgard Marx, Sören Auer, Amit Sheth |
CoCoA: A Non-Iterative Approach to a Local Search (A)DCOP Solver | |
Cornelis Jan van Leeuwen, Przemyslaw Pawelczak |
Extending Compact-Table to Negative and Short Tables | |
Hélène Verhaeghe, Christophe Lecoutre, Pierre Schaus |
General Bounds on Satisfiability Thresholds for Random CSPs via Fourier Analysis | |
Colin Wei, Stefano Ermon |
Vision
Regularized Diffusion Process for Visual Retrieval | |
Song Bai, Xiang Bai, Qi Tian, Longin Jan Latecki |
Collective Deep Quantization for Efficient Cross-Modal Retrieval | |
Yue Cao, Mingsheng Long, Jianmin Wang, Shichen Liu |
Reference Based LSTM for Image Captioning | |
Minghai Chen, Guiguang Ding, Sicheng Zhao, Hui Chen, Qiang Liu, Jungong Han |
A Multi-Task Deep Network for Person Re-Identification | |
Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang |
VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem | |
Ronald Clark, Sen Wang, Hongkai Wen, Andrew Markham, Niki Trigoni |
Deep Correlated Metric Learning for Sketch-based 3D Shape Retrieval | |
Guoxian Dai, Jin Xie, Fan Zhu, Yi Fang |
Deep Manifold Learning of Symmetric Positive Definite Matrices with Application to Face Recognition | |
Zhen Dong, Su Jia, Chi Zhang, Mingtao Pei, Yuwei Wu |
Sherlock: Scalable Fact Learning in Images | |
Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal |
Robust Visual Tracking via Local-Global Correlation Filter | |
Heng Fan, Jinhai Xiang |
DECK: Discovering Event Composition Knowledge from Web Images for Zero-Shot Event Detection and Recounting in Videos | |
Chuang Gan, Chen Sun, Ram Nevatia |
Differentiating Between Posed and Spontaneous Expressions with Latent Regression Bayesian Network | |
Quan Gan, Siqi Nie, Shangfei Wang, Qiang Ji |
Active Video Summarization: Customized Summaries via On-line Interaction with the User | |
Ana Garcia del Molino, Xavier Boix, Joo-Hwee Lim, Ah-Hwee Tan |
Building an End-to-End Spatial-Temporal Convolutional Network for Video Super-Resolution | |
Jun Guo, Hongyang Chao |
Zero-Shot Recognition via Direct Classifier Learning with Transferred Samples and Pseudo Labels | |
Yuchen Guo, Guiguang Ding, Jungong Han, Yue Gao |
Attributes for Improved Attributes: A Multi-Task Network Utilizing Implicit and Explicit Relationships for Facial Attribute Classification | |
Emily M. Hand, Rama Chellappa |
Weakly Supervised Learning of Part Selection Model with Spatial Constraints for Fine-Grained Image Classification | |
Xiangteng He, Yuxin Peng |
Video Recovery via Learning Variation and Consistency of Images | |
Zhouyuan Huo, Shangqian Gao, Weidong Cai, Heng Huang |
Nonnegative Orthogonal Graph Matching | |
Bo Jiang, Jin Tang, Chris Ding, Bin Luo |
Multi-Path Feedback Recurrent Neural Networks for Scene Parsing | |
Xiaojie Jin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan |
Detection and Recognition of Text Embedded in Online Images via Neural Context Models | |
Chulmoo Kang, Gunhee Kim, Suk I. Yoo |
Weakly Supervised Semantic Segmentation Using Superpixel Pooling Network | |
Suha Kwak, Seunghoon Hong, Bohyung Han |
Robust MIL-Based Feature Template Learning for Object Tracking | |
Xiangyuan Lan, Pong C. Yuen, Rama Chellappa |
Learning Patch-Based Dynamic Graph for Visual Tracking | |
Chenglong Li, Liang Lin, Wangmeng Zuo, Jin Tang |
Image Caption with Global-Local Attention | |
Linghui Li, Sheng Tang, Lixi Deng, Yongdong Zhang, Qi Tian |
Visual Object Tracking for Unmanned Aerial Vehicles: A Benchmark and New Motion Models | |
Siyi Li, Dit-Yan Yeung |
A Multiview-Based Parameter Free Framework for Group Detection | |
Xuelong Li, Mulin Chen, Feiping Nie, Qi Wang |
Weakly-Supervised Deep Nonnegative Low-Rank Model for Social Image Tag Refinement and Assignment | |
Zechao Li, Jinhui Tang |
TextBoxes: A Fast Text Detector with a Single Deep Neural Network | |
Minghui Liao, Baoguang Shi, Xiang Bai, Xinggang Wang, Wenyu Liu |
An Artificial Agent for Robust Image Registration | |
Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu |
Attention Correctness in Neural Image Captioning | |
Chenxi Liu, Junhua Mao, Fei Sha, Alan Yuille |
Boosting Complementary Hash Tables for Fast Nearest Neighbor Search | |
Xianglong Liu, Cheng Deng, Yadong Mu, Zhujin Li |
Localizing by Describing: Attribute-Guided Attention Localization for Fine-Grained Recognition | |
Xiao Liu, Jiang Wang, Shilei Wen, Errui Ding, Yuanqing Lin |
Video Captioning with Listwise Supervision | |
Yuan Liu, Xue Li, Zhongchao Shi |
Closing the Loop for Edge Detection and Object Proposals | |
Yao Lu, Linda Shapiro |
Learning Discriminative Activated Simplices for Action Recognition | |
Chenxu Luo, Chang Ma, Chunyu Wang, Yizhou Wang |
Non-Rigid Point Set Registration with Robust Transformation Estimation under Manifold Regularization | |
Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou |
Online Multi-Target Tracking Using Recurrent Neural Networks | |
Anton Milan, S. Hamid Rezatofighi, Anthony Dick, Ian Reid, Konrad Schindler |
Text-Guided Attention Model for Image Captioning | |
Jonghwan Mun, Minsu Cho, Bohyung Han |
Fully Convolutional Neural Networks with Full-Scale-Features for Semantic Segmentation | |
Tianxiang Pan, Bin Wang, Guiguang Ding, Jun-Hai Yong |
Title Learning Latent Subevents in Activity Videos Using Temporal Attention Filters | |
A. J. Piergiovanni, Chenyou Fan, Michael S. Ryoo |
Privacy-Preserving Human Activity Recognition from Extreme Low Resolution | |
Michael S. Ryoo, Brandon Rothrock, Charles Fleming, Hyun Jong Yang |
An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data | |
Sijie Song, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jiaying Liu |
Depth CNNs for RGB-D Scene Recognition: Learning from Scratch Better than Transferring from RGB-CNNs | |
Xinhang Song, Luis Herranz, Shuqiang Jiang |
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning | |
Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke, Alexander A Alemi |
Image Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity | |
Zhiqiang Tao, Hongfu Liu, Huazhu Fu, Yun Fu |
Quantifying and Detecting Collective Motion by Manifold Learning | |
Qi Wang, Mulin Chen, Xuelong Li |
Cross-View People Tracking by Scene-Centered Spatio-Temporal Parsing | |
Yuanlu Xu, Xiaobai Liu, Lei Qin, Song-Chun Zhu |
Unsupervised Learning of Multi-Level Descriptors for Person Re-Identification | |
Yang Yang, Longyin Wen, Siwei Lyu, Stan Z. Li |
Leveraging Saccades to Learn Smooth Pursuit: A Self-Organizing Motion Tracking Model Using Restricted Boltzmann Machines | |
Arjun Yogeswaran, Pierre Payeur |
Efficient Object Instance Search Using Fuzzy Objects Matching | |
Tan Yu, Yuwei Wu, Sreyasee Bhattacharjee, Junsong Yuan |
Face Hallucination with Tiny Unaligned Images by Transformative Discriminative Neural Networks | |
Xin Yu, Fatih Porikli |
Leveraging Video Descriptions to Learn Video Question Answering | |
Kuo-Hao Zeng, Tseng-Hung Chen, Ching-Yao Chuang, Yuan-Hong Liao, Juan Carlos Niebles, Min Sun |
Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image | |
Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Yunhong Wang, Wangmeng Zuo, Wei-Shi Zheng |
Special Track on Cognitive Systems
Natural Language Acquisition and Grounding for Embodied Robotic Systems | |
Muhannad Alomari, Paul Duckworth, David C. Hogg, Anthony G. Cohn |
Analogical Chaining with Natural Language Instruction for Commonsense Reasoning | |
Joseph A. Blass, Kenneth D. Forbus |
Inductive Reasoning about Ontologies Using Conceptual Spaces | |
Zied Bouraoui, Shoaib Jameel, Steven Schockaert |
Integrating the Cognitive with the Physical: Musical Path Planning for an Improvising Robot | |
Mason Bretan, Gil Weinberg |
Imagined Visual Representations as Multimodal Embeddings | |
Guillem Collell, Ted Zhang, Marie-Francine Moens |
Goal Operations for Cognitive Systems | |
Michael T. Cox, Dustin Dannenhauer, Sravya Kondrakunta |
Combining Logical Abduction and Statistical Induction: Discovering Written Primitives with Human Knowledge | |
Wang-Zhou Dai, Zhi-Hua Zhou |
Reactive Versus Anticipative Decision Making in a Novel Gift-Giving Game | |
Elias Fernández Domingos, Juan Carlos Burguillo, Tom Lenaerts |
Towards Continuous Scientific Data Analysis and Hypothesis Evolution | |
Yolanda Gil, Daniel Garijo, Varun Ratnakar, Rajiv Mayani, Ravali Adusumilli, Hunter Boyce, Arunima Srivastava, Parag Mallick |
Flexible Model Induction through Heuristic Process Discovery | |
Pat Langley, Adam Arvay |
When Does Bounded-Optimal Metareasoning Favor Few Cognitive Systems? | |
Smitha Milli, Falk Lieder, Thomas L. Griffiths |
Scanpath Complexity: Modeling Reading Effort Using Gaze Information | |
Abhijit Mishra, Diptesh Kanojia, Seema Nagar, Kuntal Dey, Pushpak Bhattacharyya |
Identifying Useful Inference Paths in Large Commonsense Knowledge Bases by Retrograde Analysis | |
Abhishek Sharma, Keith M. Goolsbey |
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge | |
Robyn Speer, Joshua Chin, Catherine Havasi |
Towards a Brain Inspired Model of Self-Awareness for Sociable Agents | |
Budhitama Subagdja, Ah-Hwee Tan |
Semantic Proto-Role Labeling | |
Adam Teichert, Adam Poliak, Benjamin Van Durme, Matthew R. Gormley |
Special Track on Computational Sustainability
Matrix Factorisation for Scalable Energy Breakdown | |
Nipun Batra, Hongning Wang, Amarjeet Singh, Kamin Whitehouse |
Regularization in Hierarchical Time Series Forecasting with Application to Electricity Smart Meter Data | |
Souhaib Ben Taieb, Jiafan Yu, Mateus Neves Barreto, Ram Rajagopal |
Maximizing the Probability of Arriving on Time: A Practical Q-Learning Method | |
Zhiguang Cao, Hongliang Guo, Jie Zhang, Frans Oliehoek, Ulrich Fastenrath |
Counting-Based Reliability Estimation for Power-Transmission Grids | |
Leonardo Duenas-Osorio, Kuldeep S. Meel, Roger Paredes, Moshe Y. Vardi |
Three New Algorithms to Solve N-POMDPs | |
Yann Dujardin, Tom Dietterich, Iadine Chadès |
Fine-Grained Car Detection for Visual Census Estimation | |
Timnit Gebru, Jonathan Krause, Yilun Wang, Duyun Chen, Jia Deng, Li Fei-Fei |
Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning | |
Andre R. Goncalves, Arindam Banerjee, Fernando J. Von Zuben |
Species Distribution Modeling of Citizen Science Data as a Classification Problem with Class-Conditional Noise | |
Rebecca A. Hutchinson, Liqiang He, Sarah C. Emerson |
Combining Satellite Imagery and Open Data to Map Road Safety | |
Alameen Najjar, Shun’ichi Kaneko, Yoshikazu Miyanaga |
Fast-Tracking Stationary MOMDPs for Adaptive Management Problems | |
Martin Péron, Kai Helge Becker, Peter Bartlett, Iadine Chadès |
Extracting Urban Microclimates from Electricity Bills | |
Thuy Vu, D. Stott Parker |
Robust Optimization for Tree-Structured Stochastic Network Design | |
Xiaojian Wu, Akshat Kumar, Daniel Sheldon, Shlomo Zilberstein |
Dynamic Optimization of Landscape Connectivity Embedding Spatial-Capture-Recapture Information | |
Yexiang Xue, Xiaojian Wu, Dana Morin, Bistra Dilkina, Angela Fuller, J. Andrew Royle, Carla P. Gomes |
Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data | |
Jiaxuan You, Xiaocheng Li, Melvin Low, David Lobell, Stefano Ermon |
Special Track on Integrated Systems
Healthy Cognitive Aging: A Hybrid Random Vector Functional-Link Model for the Analysis of Alzheimer’s Disease | |
Peng Dai, Femida Gwadry-Sridhar, Michael Bauer, Michael Borrie, Xue Teng |
Mixed Discrete-Continuous Planning with Convex Optimization | |
Enrique Fernandez-Gonzalez, Erez Karpas, Brian Williams |
Integration of Planning with Recognition for Responsive Interaction Using Classical Planners | |
Richard G. Freedman, Shlomo Zilberstein |
Configuration Planning with Temporal Constraints | |
Uwe Köckemann, Lars Karlsson |
Learning to Predict Intent from Gaze During Robotic Hand-Eye Coordination | |
Yosef Razin, Karen Feigh |
Vision-Language Fusion for Object Recognition | |
Sz-Rung Shiang, Stephanie Rosenthal, Anatole Gershman, Jaime Carbonell, Jean Oh |
State Projection via AI Planning | |
Shirin Sohrabi, Anton V. Riabov, Octavian Udrea |
Building Task-Oriented Dialogue Systems for Online Shopping | |
Zhao Yan, Nan Duan, Peng Chen, Ming Zhou, Jianshe Zhou, Zhoujun Li |
EAAI Symposium Full Papers
ARTY: Fueling Creativity through Art, Robotics and Technology for Youth | |
Debra T. Burhans, Karthik Dantu |
Cornhole: A Widely-Accessible AI Robotics Task | |
Nate Derbinsky, Tyler M. Frasca |
A Summer Research Experience in Robotics | |
Cindy M. Grimm, Alicia Lyman-Holt, William D. Smart |
Creating Serious Robots That Improve Society | |
Susan P. Imberman, Jean McManus, Gina Otts |
Recovering Concept Prerequisite Relations from University Course Dependencies | |
Chen Liang, Jianbo Ye, Zhaohui Wu, Bart Pursel, C. Lee Giles |
Open-Ended Robotics Exploration Projects for Budding Researchers | |
David R. Musicant, Abha Laddha, Tom Choi |
Dude, Where's My Robot?: A Localization Challenge for Undergraduate Robotics | |
Paul Ruvolo |
A Monte Carlo Localization Assignment Using a Neato Vacuum with ROS | |
Zuozhi Yang, Todd W. Neller |
An Image Wherever You Look! Making Vision Just Another Sensor for AI/Robotics Projects | |
Andy Zhang, John Lee, Ciante Jones, Zachary Dodds |
EAAI Symposium Poster Papers
Application for AI-OCR Module: Auto Detection of Emails/Letter Images | |
Kelsey Fargas, Bingjie Zhou, Elizabeth Staruk, Sheila Tejada |
Exploring Artificial Intelligence Through Image Recognition | |
Kelsey Fargas, Bingjie Zhou, Elizabeth Staruk, Sheila Tejada |
Online SPARC for Drawing and Animation | |
Elias Marcopoulos, Maede Rayatidamavandi, Crisel Suarez, Yuanlin Zhang |
AI Projects for Computer Science Capstone Classes (Extended Abstract) | |
Matthew E. Taylor, Sakire Arslan Ay |
EAAI Model AI Assignments
Model AI Assignments 2017 | |
Todd W. Neller, Joshua Eckroth, Sravana Reddy, Joshua Ziegler, Jason Bindewald, Gilbert Peterson, Thomas Way, Paula Matuszek, Lillian Cassel, Mary-Angela Papalaskari, Carol Weiss, Ariel Anders, Sertac Karaman |
Senior Member Blue Sky
The AI Rebellion: Changing the Narrative | |
David W. Aha, Alexandra Coman |
Moral Decision Making Frameworks for Artificial Intelligence | |
Vincent Conitzer, Walter Sinnott-Armstrong, Jana Schaich Borg, Yuan Deng, Max Kramer |
Why Teaching Ethics to AI Practitioners Is Important | |
Judy Goldsmith, Emanuelle Burton |
Strategic Social Network Analysis | |
Tomasz P. Michalak, Talal Rahwan, Michael Wooldridge |
Getting More Out of the Exposed Structure in Constraint Programming Models of Combinatorial Problems | |
Gilles Pesant |
Senior Member Summary Talks
A Selected Summary of AI for Computational Sustainability | |
Douglas H. Fisher |
Explaining Ourselves: Human-Aware Constraint Reasoning | |
Eugene C. Freuder |
Multi-Robot Allocation of Tasks with Temporal and Ordering Constraints | |
Maria Gini |
Progress and Challenges in Research on Cognitive Architectures | |
Pat Langley |
Machine Learning for Entity Coreference Resolution: A Retrospective Look at Two Decades of Research | |
Vincent Ng |
Incidental Supervision: Moving beyond Supervised Learning | |
Dan Roth |
Latent Tree Analysis | |
Nevin L. Zhang, Leonard K. M. Poon |
Student Abstracts
Improving Performance of Analogue Readout Layers for Photonic Reservoir Computers with Online Learning | |
Piotr Antonik, Marc Haelterman, Serge Massar |
Chaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback | |
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar |
Improving Greedy Best-First Search by Removing Unintended Search Bias (Extended Abstract) | |
Masataro Asai, Alex Fukunaga |
Frame-Based Ontology Alignment | |
Luigi Asprino, Valentina Presutti, Aldo Gangemi, Paolo Ciancarini |
Learning Options in Multiobjective Reinforcement Learning | |
Rodrigo Cesar Bonini, Felipe Leno da Silva, Anna Helena Reali Costa |
Towards User Personality Profiling from Multiple Social Networks | |
Kseniya Buraya, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua |
Semantic Inference of Bird Songs Using Dynamic Bayesian Networks | |
Keisuke Daimon, Richard W. Hedley, Charles E. Taylor |
An Advising Framework for Multiagent Reinforcement Learning Systems | |
Felipe Leno da Silva, Ruben Glatt, Anna Helena Reali Costa |
Android Malware Detection with Weak Ground Truth Data | |
Jordan DeLoach, Doina Caragea, Xinming Ou |
Discovering Conversational Dependencies between Messages in Dialogs | |
Wenchao Du, Pascal Poupart, Wei Xu |
Coordinating Human and Agent Behavior in Collective-Risk Scenarios | |
Elias Fernández Domingos, Juan Carlos Burguillo, Ann Nowé, Tom Lenaerts |
The Complexity of Succinct Elections | |
Zack Fitzsimmons, Edith Hemaspaandra |
A Position-Biased PageRank Algorithm for Keyphrase Extraction | |
Corina Florescu, Cornelia Caragea |
Robust Stable Marriage | |
Begum Genc, Mohamed Siala, Barry O'Sullivan, Gilles Simonin |
Handwriting Profiling Using Generative Adversarial Networks | |
Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury |
Policy Reuse in Deep Reinforcement Learning | |
Ruben Glatt, Anna Helena Reali Costa |
Grounded Action Transformation for Robot Learning in Simulation | |
Josiah P. Hanna, Peter Stone |
Bootstrapping with Models: Confidence Intervals for Off-Policy Evaluation | |
Josiah P. Hanna, Peter Stone, Scott Niekum |
Fast Electrical Demand Optimization Under Real-Time Pricing | |
Shan He, Mark Wallace, Campbell Wilson, Ariel Liebman |
SReN: Shape Regression Network for Comic Storyboard Extraction | |
Zheqi He, Yafeng Zhou, Yongtao Wang, Zhi Tang |
Cross-Domain Sentiment Classification via Topic-Related TrAdaBoost | |
Xingchang Huang, Yanghui Rao, Haoran Xie, Tak-Lam Wong, Fu Lee Wang |
A Deep Learning Approach for Arabic Caption Generation Using Roots-Words | |
Vasu Jindal |
Learning to Avoid Dominated Action Sequences in Planning for Black-Box Domains | |
Yuu Jinnai, Alex Fukunaga |
Kernelized Evolutionary Distance Metric Learning for Semi-Supervised Clustering | |
Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui |
Redesigning Stochastic Environments for Maximized Utility | |
Sarah Keren, Avigdor Gal, Erez Karpas, Luis Pineda, Shlomo Zilberstein |
Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes | |
Taylor W. Killian, George Konidaris, Finale Doshi-Velez |
Wikitop: Using Wikipedia Category Network to Generate Topic Trees | |
Saravana Kumar, Prasath Rengarajan, Arockia Xavier Annie |
Predicting Mortality of Intensive Care Patients via Learning about Hazard | |
Dae Hyun Lee, Eric Horvitz |
Rethinking the Link Prediction Problem in Signed Social Networks | |
Xiaoming Li, Hui Fang, Jie Zhang |
ATSUM: Extracting Attractive Summaries for News Propagation on Microblogs | |
Fang Liu, Xiaojun Wan |
A Systematic Practice of Judging the Success of a Robotic Grasp Using Convolutional Neural Network | |
Hengshuang Liu, Pengcheng Ai, Junling Chen |
Neuron Learning Machine for Representation Learning | |
Jia Liu, Maoguo Gong, Qiguang Miao |
Community-Based Question Answering via Contextual Ranking Metric Network Learning | |
Hanqing Lu, Ming Kong |
Auto-Annotation of 3D Objects via ImageNet | |
Huan Luo, Cheng Wang, Jonathan Li |
Semantic Interpretation of Social Network Communities | |
Tushar Maheshwari, Aishwarya N. Reganti, Upendra Kumar, Tanmoy Chakraborty, Amitava Das |
Extreme Gradient Boosting and Behavioral Biometrics | |
Benjamin Manning |
Plan Recognition Design | |
Reuth Mirsky, Roni Stern, Ya'akov (Kobi) Gal, Meir Kalech |
Automatically Extracting Axioms in Classical Planning | |
Shuwa Miura, Alex Fukunaga |
SEAPoT-RL: Selective Exploration Algorithm for Policy Transfer in RL | |
Akshay Narayan, Zhuoru Li, Tze-Yun Leong |
Coalition Structure Generation Utilizing Graphical Representation of Partition Function Games | |
Kazuki Nomoto, Yuko Sakurai, Makoto Yokoo |
Audio Feature Learning with Triplet-Based Embedding Network | |
Xiaoyu Qi, Deshun Yang, Xiaoou Chen |
A Finite Memory Automaton for Two-Armed Bernoulli Bandit Problems | |
Ariel Rao |
Semantic Representation Using Explicit Concept Space Models | |
Walid Ahmed Shalaby, Wlodek Zadrozny |
A Sampling Based Approach for Proactive Project Scheduling with Time-Dependent Duration Uncertainty | |
Wen Song, Donghun Kang, Jie Zhang, Hui Xi |
PAG2ADMG: A Novel Methodology to Enumerate Causal Graph Structures | |
Nishant Subramani, Doug Downey |
Preference Elicitation in DCOPs for Scheduling Devices in Smart Buildings | |
Atena M. Tabakhi |
Multimodal Fusion of EEG and Musical Features in Music-Emotion Recognition | |
Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao |
Predicting User Roles from Computer Logs Using Recurrent Neural Networks | |
Aaron Tuor, Samuel Kaplan, Brian Hutchinson, Nicole Nichols, Sean Robinson |
Extracting Highly Effective Features for Supervised Learning via Simultaneous Tensor Factorization | |
Sunny Verma, Wei Liu, Chen Wang, Liming Zhu |
Hybridizing Interval Temporal Logics: The First Step | |
Przemysław Andrzej Wałęga |
Boosting for Real-Time Multivariate Time Series Classification | |
Haishuai Wang, Jun Wu |
Semantic Connection Based Topic Evolution | |
Jiamiao Wang |
Keyphrase Extraction with Sequential Pattern Mining | |
Qingren Wang, Victor S. Sheng, Xindong Wu |
Cycle-Based Singleton Local Consistencies | |
Robert J. Woodward, Berthe Y. Choueiry, Christian Bessiere |
Evolutionary Machine Learning for RTS Game StarCraft | |
Lianlong Wu, Andrew Markham |
Enhancing the Privacy of Predictors | |
Ke Xu, Swair Shah, Tongyi Cao, Crystal Maung, Haim Schweitzer |
Detecting Review Spammer Groups | |
Min Yang, Ziyu Lu, Xiaojun Chen, Fei Xu |
Attention Based LSTM for Target Dependent Sentiment Classification | |
Min Yang, Wenting Tu, Jingxuan Wang, Fei Xu, Xiaojun Chen |
Authorship Attribution with Topic Drift Model | |
Min Yang, Dingju Zhu, Yong Tang, Jingxuan Wang |
Participatory Art Museum: Collecting and Modeling Crowd Opinions | |
Xiaoyu Zeng, Ruohan Zhang |
High-Resolution Mobile Fingerprint Matching via Deep Joint KNN-Triplet Embedding | |
Fandong Zhang, Jufu Feng |
A Computational Assessment Model for the Adaptive Level of Rehabilitation Exergames for the Elderly | |
Hao Zhang, Chunyan Miao, Han Yu, Cyril Leung |
Natural Language Person Retrieval | |
Tao Zhou, Jie Yu |
User Modeling Using LSTM Networks | |
Konrad Żołna, Bartłomiej Romański |
Doctoral Consortium
Explainable Image Understanding Using Vision and Reasoning | |
Somak Aditya |
Problem Formulation for Accommodation Support in Plan-Based Interactive Narratives | |
Adam Amos-Binks |
An Evolutionary Algorithm Based Framework for Task Allocation in Multi-Robot Teams | |
Muhammad Usman Arif |
Accelerating Multiagent Reinforcement Learning through Transfer Learning | |
Felipe Leno da Silva, Anna Helena Reali Costa |
Improving Deep Reinforcement Learning with Knowledge Transfer | |
Ruben Glatt, Anna Helena Reali Costa |
Problems in Large-Scale Image Classification | |
Yuchen Guo |
Representations for Continuous Learning | |
David Isele |
Structured Prediction in Time Series Data | |
Jia Li |
A Supervised Sparse Learning Framework to Solve EEG Inverse Problem for Discriminative Activations Pattern | |
Feng Liu |
V for Verification: Intelligent Algorithm of Checking Reliability of Smart Systems | |
Anna Lukina |
Modelling Familiarity for Intelligent Personalized Social Mobilization | |
Zhengxiang Pan |
Transfer of Knowledge through Collective Learning | |
Mohammad Rostami |
Project Scheduling in Complex Business Environments | |
Wen Song |
Human-Like Spatial Reasoning Formalisms | |
Przemyslaw Andrzej Walega |
Joint Learning of Structural and Textual Features for Web Scale Event Extraction | |
Julia Wiedmann |
Scalable Nonparametric Tensor Analysis | |
Shandian Zhe |
What's Hot
SAT Competition 2016: Recent Developments | |
Tomas Balyo, Marijn J. H. Heule, Matti Jarvisalo |
What's Hot in Evolutionary Computation | |
Tobias Friedrich, Frank Neumann |
What's Hot in Case-Based Reasoning | |
Ashok Goel, Belen Diaz-Agudo |
Automated Negotiating Agents Competition (ANAC) | |
Catholijn M. Jonker, Reyhan Aydogan, Tim Baarslag, Katsuhide Fujita, Takayuki Ito, Koen Hindriks |
What's Hot in Constraint Programming | |
Laurent D. Michel, Michel Rueher |
What's Hot at CPAIOR (Extended Abstract) | |
Claude-Guy Quimper |
The State of the AIIDE Conference in 2017 | |
Nathan R. Sturtevant, Brian Magerko |
Demonstrations
Deep Music: Towards Musical Dialogue | |
Mason Bretan, Sageev Oore, Jesse Engel, Douglas Eck, Larry Heck |
AniDraw: When Music and Dance Meet Harmoniously | |
Yaohua Bu, Tang Taoran, Jia Jia, Ma Zhiyuan, Wu Songyao, You Yuming |
Arnold: An Autonomous Agent to Play FPS Games | |
Devendra Singh Chaplot, Guillaume Lample |
A Virtual Personal Fashion Consultant: Learning from the Personal Preference of Fashion | |
Jingtian Fu, Yejun Liu, Jia Jia, Yihui Ma, Fanhang Meng, Huan Huang |
Efficient Clinical Concept Extraction in Electronic Medical Records | |
Yufan Guo, Deepika Kakrania, Tyler Baldwin, Tanveer Syeda-Mahmood |
Integrating Verbal and Nonvebval Input into a Dynamic Response Spoken Dialogue System | |
Ting-Yao Hu, Chirag Raman, Salvador Medina Maza, Liangke Gui, Tadas Baltrusaitis, Robert Frederking, Louis-Philippe Morency, Alan W. Black, Maxine Eskenazi |
Visual Memory QA: Your Personal Photo and Video Search Agent | |
Lu Jiang, LiangLiang Cao, Yannis Kalantidis, Sachin Farfade, Alex Hauptmann |
Sarcasm Suite: A Browser-Based Engine for Sarcasm Detection and Generation | |
Aditya Joshi, Diptesh Kanojia, Pushpak Bhattacharyya, Mark Carman |
An Event Reconstruction Tool for Conflict Monitoring Using Social Media | |
Junwei Liang, Desai Fan, Han Lu, Poyao Huang, Jia Chen, Lu Jiang, Alexander Hauptmann |
Webly-Supervised Learning of Multimodal Video Detectors | |
Junwei Liang, Lu Jiang, Alexander Hauptmann |
SenseRun: Real-Time Running Routes Recommendation towards Providing Pleasant Running Experiences | |
Jiayu Long, Jia Jia, Han Xu |
Natural Language Dialogue for Building and Learning Models and Structures | |
Ian Perera, James F. Allen, Lucian Galescu, Choh Man Teng, Mark Burstein, Scott Friedman, David McDonald, Jeffrey Rye |
From Semantic Models to Cognitive Buildings | |
Joern Ploennigs, Anika Schumann |
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