Presentations and Authors


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Applications

SnapNETS: Automatic Segmentation of Network Sequences with Node Labels PDF
Sorour E. Amiri, Liangzhe Chen, B. Aditya Prakash
Taming the Matthew Effect in Online Markets with Social Influence PDF
Franco Berbeglia, Pascal Van Hentenryck
A Leukocyte Detection Technique in Blood Smear Images Using Plant Growth Simulation Algorithm PDF
Deblina Bhattacharjee, Anand Paul
Partitioned Sampling of Public Opinions Based on Their Social Dynamics PDF
Weiran Huang, Liang Li, Wei Chen
Novel Geometric Approach for Global Alignment of PPI Networks PDF
Yangwei Liu, Hu Ding, Danyang Chen, Jinhui Xu
Towards Better Understanding the Clothing Fashion Styles: A Multimodal Deep Learning Approach PDF
Yihui Ma, Jia Jia, Suping Zhou, Jingtian Fu, Yejun Liu, Zijian Tong
Profit-Driven Team Grouping in Social Networks PDF
Shaojie Tang
Gated Neural Networks for Option Pricing: Rationality by Design PDF
Yongxin Yang, Yu Zheng, Timothy M. Hospedales
Local Discriminant Hyperalignment for Multi-Subject fMRI Data Alignment PDF
Muhammad Yousefnezhad, Daoqiang Zhang
Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images PDF
Lequan Yu, Xin Yang, Hao Chen, Jing Qin, Pheng Ann Heng
StructInf: Mining Structural Influence from Social Streams PDF
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 PDF
Zhangjie Cao, Mingsheng Long, Jianmin Wang, Qiang Yang
Marrying Uncertainty and Time in Knowledge Graphs PDF
Melisachew Wudage Chekol, Giuseppe Pirrò, Joerg Schoenfisch, Heiner Stuckenschmidt
TweetFit: Fusing Multiple Social Media and Sensor Data for Wellness Profile Learning PDF
Aleksandr Farseev, Tat-Seng Chua
POI2Vec: Geographical Latent Representation for Predicting Future Visitors PDF
Shanshan Feng, Gao Cong, Bo An, Yeow Meng Chee
A Dependency-Based Neural Reordering Model for Statistical Machine Translation PDF
Christian Hadiwinoto, Hwee Tou Ng
Joint Identification of Network Communities and Semantics via Integrative Modeling of Network Topologies and Node Contents PDF
Dongxiao He, Zhiyong Feng, Di Jin, Xiaobao Wang, Weixiong Zhang
Random-Radius Ball Method for Estimating Closeness Centrality PDF
Wataru Inariba, Takuya Akiba, Yuichi Yoshida
Read the Silence: Well-Timed Recommendation via Admixture Marked Point Processes PDF
Hideaki Kim, Tomoharu Iwata, Yasuhiro Fujiwara, Naonori Ueda
Treatment Effect Estimation with Data-Driven Variable Decomposition PDF
Kun Kuang, Peng Cui, Bo Li, Meng Jiang, Shiqiang Yang, Fei Wang
A Declarative Approach to Data-Driven Fact Checking PDF
Julien Leblay
Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding PDF
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 PDF
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 PDF
Kyosuke Nishida, Kugatsu Sadamitsu, Ryuichiro Higashinaka, Yoshihiro Matsuo
Radon – Rapid Discovery of Topological Relations PDF
Mohamed Ahmed Sherif, Kevin Dreßler, Panayiotis Smeros, Axel-Cyrille Ngonga Ngomo
Web-Based Semantic Fragment Discovery for On-Line Lingual-Visual Similarity PDF
Xiaoshuai Sun, Jiewei Cao, Chao Li, Lei Zhu, Heng Tao Shen
Exploiting both Vertical and Horizontal Dimensions of Feature Hierarchy for Effective Recommendation PDF
Zhu Sun, Jie Yang, Jie Zhang, Alessandro Bozzon
Phrase-Based Presentation Slides Generation for Academic Papers PDF
Sida Wang, Xiaojun Wan, Shikang Du
Community Preserving Network Embedding PDF
Xiao Wang, Peng Cui, Jing Wang, Jian Pei, Wenwu Zhu, Shiqiang Yang
CLARE: A Joint Approach to Label Classification and Tag Recommendation PDF
Yilin Wang, Suhang Wang, Jiliang Tang, Guojun Qi, Huan Liu, Baoxin Li
Multiple Source Detection without Knowing the Underlying Propagation Model PDF
Zheng Wang, Chaokun Wang, Jisheng Pei, Xiaojun Ye
Learning Visual Sentiment Distributions via Augmented Conditional Probability Neural Network PDF
Jufeng Yang, Ming Sun, Xiaoxiao Sun
Visual Sentiment Analysis by Attending on Local Image Regions PDF
Quanzeng You, Hailin Jin, Jiebo Luo
Correlated Cascades: Compete or Cooperate PDF
Ali Zarezade, Ali Khodadadi, Mehrdad Farajtabar, Hamid R. Rabiee, Hongyuan Zha
Finding Critical Users for Social Network Engagement: The Collapsed k-Core Problem PDF
Fan Zhang, Ying Zhang, Lu Qin, Wenjie Zhang, Xuemin Lin
Efficient Delivery Policy to Minimize User Traffic Consumption in Guaranteed Advertising PDF
Jia Zhang, Zheng Wang, Qian Li, Jialin Zhang, Yanyan Lan, Qiang Li, Xiaoming Sun
Expectile Matrix Factorization for Skewed Data Analysis PDF
Rui Zhu, Di Niu, Linglong Kong, Zongpeng Li

Cognitive Modeling and Cognitive Systems

Associative Memory Using Dictionary Learning and Expander Decoding PDF
Arya Mazumdar, Ankit Singh Rawat
An Integrated Model for Effective Saliency Prediction PDF
Xiaoshuai Sun, Zi Huang, Hongzhi Yin, Heng Tao Shen

Game Playing and Interactive Entertainment

The Efficiency of the HyperPlay Technique Over Random Sampling PDF
Michael Schofield, Michael Thielscher

Game Theory and Economic Paradigms

Market Pricing for Data Streams PDF
Melika Abolhassani, Hossein Esfandiari, MohammadTaghi Hajiaghayi, Brendan Lucier, Hadi Yami
Automated Design of Robust Mechanisms PDF
Michael Albert, Vincent Conitzer, Peter Stone
Incentivising Monitoring in Open Normative Systems PDF
Natasha Alechina, Joseph Y. Halpern, Ian A. Kash, Brian Logan
Envy-Free Mechanisms with Minimum Number of Cuts PDF
Reza Alijani, Majid Farhadi, Mohammad Ghodsi, Masoud Seddighin, Ahmad S. Tajik
Strategic Signaling and Free Information Disclosure in Auctions PDF
Shani Alkoby, David Sarne, Igal Milchtaich
Complexity of Manipulating Sequential Allocation PDF
Haris Aziz, Sylvain Bouveret, Jérôme Lang, Simon Mackenzie
Algorithms for Max-Min Share Fair Allocation of Indivisible Chores PDF
Haris Aziz, Gerhard Rauchecker, Guido Schryen, Toby Walsh
Nash Stability in Social Distance Games PDF
Alkida Balliu, Michele Flammini, Giovanna Melideo, Dennis Olivetti
On Pareto Optimality in Social Distance Games PDF
Alkida Balliu, Michele Flammini, Dennis Olivetti
Team-Maxmin Equilibrium: Efficiency Bounds and Algorithms PDF
Nicola Basilico, Andrea Celli, Giuseppe De Nittis, Nicola Gatti
A Study of Compact Reserve Pricing Languages PDF
MohammadHossein Bateni, Hossein Esfandiary, Vahab Mirrokni, Saeed Seddighin
Faster and Simpler Algorithm for Optimal Strategies of Blotto Game PDF
Soheil Behnezhad, Sina Dehghani, Mahsa Derakhshan, MohammadTaghi Hajiaghayi, Saeed Seddighin
Preference Elicitation For Participatory Budgeting PDF
Gerdus Benade, Swaprava Nath, Ariel D. Procaccia, Nisarg Shah
Exclusion Method for Finding Nash Equilibrium in Multiplayer Games PDF
Kimmo Berg, Tuomas Sandholm
Teams in Online Scheduling Polls: Game-Theoretic Aspects PDF
Robert Bredereck, Jiehua Chen, Rolf Niedermeier, Svetlana Obraztsova, Nimrod Talmon
Probably Approximately Efficient Combinatorial Auctions via Machine Learning PDF
Gianluca Brero, Benjamin Lubin, Sven Seuken
Phragmén’s Voting Methods and Justified Representation PDF
Markus Brill, Rupert Freeman, Svante Janson, Martin Lackner
Multiwinner Approval Rules as Apportionment Methods PDF
Markus Brill, Jean-Francois Laslier, Piotr Skowron
Dynamic Thresholding and Pruning for Regret Minimization PDF
Noam Brown, Christian Kroer, Tuomas Sandholm
Optimizing Positional Scoring Rules for Rank Aggregation PDF
Ioannis Caragiannis, Xenophon Chatzigeorgiou, George A. Krimpas, Alexandros A. Voudouris
On Markov Games Played by Bayesian and Boundedly-Rational Players PDF
Muthukumaran Chandrasekaran, Yingke Chen, Prashant Doshi
Bounded Rationality of Restricted Turing Machines PDF
Lijie Chen, Pingzhong Tang, Ruosong Wang
Winner Determination in Huge Elections with MapReduce PDF
Theresa Csar, Martin Lackner, Reinhard Pichler, Emanuel Sallinger
Approximation and Parameterized Complexity of Minimax Approval Voting PDF
Marek Cygan, Łukasz Kowalik, Arkadiusz Socała, Krzysztof Sornat
The Computational Complexity of Weighted Greedy Matching PDF
Argyrios Deligkas, George B. Mertzios, Paul G. Spirakis
Disarmament Games PDF
Yuan Deng, Vincent Conitzer
The Complexity of Stable Matchings under Substitutable Preferences PDF
Yuan Deng, Debmalya Panigrahi, Bo Waggoner
Small Representations of Big Kidney Exchange Graphs PDF
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 PDF
Edith Elkind, Piotr Faliszewski, Jean-Francois Laslier, Piotr Skowron, Arkadii Slinko, Nimrod Talmon
Extensive-Form Perfect Equilibrium Computation in Two-Player Games PDF
Gabriele Farina, Nicola Gatti
Selfish Knapsack PDF
Itai Feigenbaum, Matthew P. Johnson
Obvious Strategyproofness Needs Monitoring for Good Approximations PDF
Diodato Ferraioli, Carmine Ventre
Crowdsourced Outcome Determination in Prediction Markets PDF
Rupert Freeman, Sebastien Lahaie, David M. Pennock
Security Games on a Plane PDF
Jiarui Gan, Bo An, Yevgeniy Vorobeychik, Brian Gauch
Engineering Agreement: The Naming Game with Asymmetric and Heterogeneous Agents PDF
Jie Gao, Bo Li, Grant Schoenebeck, Fang-Yi Yu
Vote Until Two of You Agree: Mechanisms with Small Distortion and Sample Complexity PDF
Stephen Gross, Elliot Anshelevich, Lirong Xia
Computing Least Cores of Supermodular Cooperative Games PDF
Daisuke Hatano, Yuichi Yoshida
Heuristic Search Value Iteration for One-Sided Partially Observable Stochastic Games PDF
Karel Horák, Branislav Bošanský, Michal Pěchouček
Group Activity Selection on Social Networks PDF
Ayumi Igarashi, Dominik Peters, Edith Elkind
Resource Graph Games: A Compact Representation for Games with Structured Strategy Spaces PDF
Albert Xin Jiang, Hau Chan, Kevin Leyton-Brown
Complexity of the Stable Invitations Problem PDF
Hooyeon Lee, Vassilevska Williams
Mechanism Design in Social Networks PDF
Bin Li, Dong Hao, Dengji Zhao, Tao Zhou
Optimal Personalized Defense Strategy Against Man-In-The-Middle Attack PDF
Xiaohong Li, Shuxin Li, Jianye Hao, Zhiyong Feng, Bo An
Network, Popularity and Social Cohesion: A Game-Theoretic Approach PDF
Jiamou Liu, Ziheng Wei
Sequential Peer Prediction: Learning to Elicit Effort using Posted Prices PDF
Yang Liu, Yiling Chen
An Ambiguity Aversion Model for Decision Making under Ambiguity PDF
Wenjun Ma, Xudong Luo, Yuncheng Jiang
Optimal Pricing for Submodular Valuations with Bounded Curvature PDF
Takanori Maehara, Yasushi Kawase, Hanna Sumita, Katsuya Tono, Ken-ichi Kawarabayashi
On Covering Codes and Upper Bounds for the Dimension of Simple Games PDF
Martin Olsen
Tractable Algorithms for Approximate Nash Equilibria in Generalized Graphical Games with Tree Structure PDF
Luis E. Ortiz, Mohammad T. Irfan
Recognising Multidimensional Euclidean Preferences PDF
Dominik Peters
Preferences Single-Peaked on a Circle PDF
Dominik Peters, Martin Lackner
Psychological Forest: Predicting Human Behavior PDF
Ori Plonsky, Ido Erev, Tamir Hazan, Moshe Tennenholtz
Revenue Maximization for Finitely Repeated Ad Auctions PDF
Jiang Rong, Tao Qin, Bo An, Tie-Yan Liu
Proportional Justified Representation PDF
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 PDF
Fuuki Shigenaka, Tadashi Sekiguchi, Atsushi Iwasaki, Makoto Yokoo
Mechanism Design for Multi-Type Housing Markets PDF
Sujoy Sikdar, Sibel Adali, Lirong Xia
Constrained Pure Nash Equilibria in Polymatrix Games PDF
Sunil Simon, Dominik Wojtczak
Axiomatic Characterization of Game-Theoretic Network Centralities PDF
Oskar Skibski, Tomasz P. Michalak, Talal Rahwan
Social Choice Under Metric Preferences: Scoring Rules and STV PDF
Piotr Krzysztof Skowron, Edith Elkind
Fans Economy and All-Pay Auctions with Proportional Allocations PDF
Pingzhong Tang, Yulong Zeng, Song Zuo
The Positronic Economist: A Computational System for Analyzing Economic Mechanisms PDF
David Thompson, Neil Newman, Kevin Leyton-Brown
Non-Additive Security Games PDF
Sinong Wang, Fang Liu, Ness Shroff
The Dollar Auction with Spiteful Players PDF
Marcin Waniek, Long Tran-Thanh, Tomasz P. Michalak, Nicholas R. Jennings
Proper Proxy Scoring Rules PDF
Jens Witkowski, Pavel Atanasov, Lyle H. Ungar, Andreas Krause
Randomized Mechanisms for Selling Reserved Instances in Cloud PDF
Jia Zhang, Weidong Ma, Tao Qin, Xiaoming Sun, Tie-Yan Liu

Heuristic Search and Optimization

Embedded Bandits for Large-Scale Black-Box Optimization PDF
Abdullah Al-Dujaili, S. Suresh
Reactive Dialectic Search Portfolios for MaxSAT PDF
Carlos Ansótegui, Josep Pon, Meinolf Sellmann, Kevin Tierney
Efficient Parameter Importance Analysis via Ablation with Surrogates PDF
Andre Biedenkapp, Marius Lindauer, Katharina Eggensperger, Frank Hutter, Chris Fawcett, Holger Hoos
Problem Difficulty and the Phase Transition in Heuristic Search PDF
Eldan Cohen, J. Christopher Beck
Automatic Logic-Based Benders Decomposition with MiniZinc PDF
Toby O. Davies, Graeme Gange, Peter J. Stuckey
Parallel Asynchronous Stochastic Variance Reduction for Nonconvex Optimization PDF
Cong Fang, Zhouchen Lin
A Generic Bet-and-Run Strategy for Speeding Up Stochastic Local Search PDF
Tobias Friedrich, Timo Kötzing, Markus Wagner
The Simultaneous Maze Solving Problem PDF
Stefan Funke, Andre Nusser, Sabine Storandt
Going Beyond Primal Treewidth for (M)ILP PDF
Robert Ganian, Sebastian Ordyniak, M. S. Ramanujan
Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates PDF
Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine Annette Shoemaker
An Exact Algorithm for the Maximum Weight Clique Problem in Large Graphs PDF
Hua Jiang, Chu-Min Li, Felip Manya
Learning to Prune Dominated Action Sequences in Online Black-Box Planning PDF
Yuu Jinnai, Alex Fukunaga
Systematic Exploration of Larger Local Search Neighborhoods for the Minimum Vertex Cover Problem PDF
Maximilian Katzmann, Christian Komusiewicz
New Lower Bound for the Minimum Sum Coloring Problem PDF
Clément Lecat, Corinne Lucet, Chu-Min Li
Anytime Anyspace AND/OR Search for Bounding the Partition Function PDF
Qi Lou, Rina Dechter, Alexander Ihler
Dancing with Decision Diagrams: A Combined Approach to Exact Cover PDF
Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata
Solving High-Dimensional Multi-Objective Optimization Problems with Low Effective Dimensions PDF
Hong Qian, Yang Yu
Automated Data Extraction Using Predictive Program Synthesis PDF
Mohammad Raza, Sumit Gulwani
Grid Pathfinding on the 2k Neighborhoods PDF
Nicolas Rivera, Carlos Hernández, Jorge A. Baier
Non-Monotone DR-Submodular Function Maximization PDF
Tasuku Soma, Yuichi Yoshida
Regret Ratio Minimization in Multi-Objective Submodular Function Maximization PDF
Tasuku Soma, Yuichi Yoshida
Value Compression of Pattern Databases PDF
Nathan R. Sturtevant, Ariel Felner, Malte Helmert
A Fast Algorithm to Compute Maximum k-Plexes in Social Network Analysis PDF
Mingyu Xiao, Weibo Lin, Yuanshun Dai, Yifeng Zeng
A Unified Convex Surrogate for the Schatten-p Norm PDF
Chen Xu, Zhouchen Lin, Hongbin Zha
Efficient Stochastic Optimization for Low-Rank Distance Metric Learning PDF
Jie Zhang, Lijun Zhang

Human-Aware Artificial Intelligence

Examples-Rules Guided Deep Neural Network for Makeup Recommendation PDF
Taleb Alashkar, Songyao Jiang, Shuyang Wang, Yun Fu
Predicting Latent Narrative Mood Using Audio and Physiologic Data PDF
Tuka Waddah AlHanai, Mohammad Mahdi Ghassemi
Collaborative Planning with Encoding of Users' High-Level Strategies PDF
Joseph Kim, Christopher J. Banks, Julie A. Shah

Human Computation and Crowd Sourcing

Long-Term Trends in the Public Perception of Artificial Intelligence PDF
Ethan Fast, Eric Horvitz
A Theoretical Analysis of First Heuristics of Crowdsourced Entity Resolution PDF
Arya Mazumdar, Barna Saha
Pairwise HITS: Quality Estimation from Pairwise Comparisons in Creator-Evaluator Crowdsourcing Process PDF
Takeru Sunahase, Yukino Baba, Hisashi Kashima

Humans and Artificial Intelligence

The Benefit in Free Information Disclosure When Selling Information to People PDF
Shani Alkoby, David Sarne
Psychologically Based Virtual-Suspect for Interrogative Interview Training PDF
Moshe Bitan, Galit Nahari, Zvi Nisin, Ariel Roth, Sarit Kraus
PIVE: Per-Iteration Visualization Environment for Real-Time Interactions with Dimension Reduction and Clustering PDF
Hannah Kim, Jaegul Choo, Changhyun Lee, Hanseung Lee, Chandan K. Reddy, Haesun Park
JAG: A Crowdsourcing Framework for Joint Assessment and Peer Grading PDF
Igor Labutov, Christoph Studer
On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems PDF
Besmira Nushi, Ece Kamar, Eric Horvitz, Donald Kossmann
Capturing Dependencies among Labels and Features for Multiple Emotion Tagging of Multimedia Data PDF
Shan Wu, Shangfei Wang, Qiang Ji

Knowledge Representation and Reasoning

On the Computation of Paracoherent Answer Sets PDF
Giovanni Amendola, Carmine Dodaro, Wolfgang Faber, Nicola Leone, Francesco Ricca
Polynomially Bounded Logic Programs with Function Symbols: A New Decidable PDF
Vernon Asuncion, Yan Zhang, Heng Zhang
Abstraction in Situation Calculus Action Theories PDF
Bita Banihashemi, Giuseppe De Giacomo, Yves Lesperance
Source Information Disclosure in Ontology-Based Data Integration PDF
Michael Benedikt, Bernardo Cuenca Grau, Egor V. Kostylev
Ontology-Mediated Queries for Probabilistic Databases PDF
Stefan Borgwardt, Ismail Ilkan Ceylan, Thomas Lukasiewicz
Ontology-Based Data Access with a Horn Fragment of Metric Temporal Logic PDF
Sebastian Brandt, Elem Güzel Kalaycı, Roman Kontchakov, Vladislav Ryzhikov, Guohui Xiao, Michael Zakharyaschev
Solving Advanced Argumentation Problems with Answer-Set Programming PDF
Gerhard Brewka, Martin Diller, Georg Heissenberger, Thomas Linsbichler, Stefan Woltran
Checking the Consistency of Combined Qualitative Constraint Networks PDF
Quentin Cohen-Solal, Maroua Bouzid, Alexandre Niveau
Add Data into Business Process Verification: Bridging the Gap between Theory and Practice PDF
Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Marco Montali, Sergio Tessaris
Practical TBox Abduction Based on Justification Patterns PDF
Jianfeng Du, Hai Wan, Huaguan Ma
The Unusual Suspects: Deep Learning Based Mining of Interesting Entity Trivia from Knowledge Graphs PDF
Nausheen Fatma, Manoj K. Chinnakotla, Manish Shrivastava
Ontology Materialization by Abstraction Refinement in Horn SHOIF PDF
Birte Glimm, Yevgeny Kazakov, Trung-Kien Tran
Number Restrictions on Transitive Roles in Description Logics with Nominals PDF
Víctor Gutiérrez-Basulto, Yazmín Ibáñez-García, Jean Christoph Jung
Strategic Sequences of Arguments for Persuasion Using Decision Trees PDF
Emmanuel Hadoux, Anthony Hunter
Preferential Structures for Comparative Probabilistic Reasoning PDF
Matthew Harrison-Trainor, Wesley H. Holliday, Thomas F. Icard, III
Query Answering in DL-Lite with Datatypes: A Non-Uniform Approach PDF
André Hernich, Julio Lemos, Frank Wolter
Diagnosability Planning for Controllable Discrete Event Systems PDF
Hassan Ibrahim, Philippe Dague, Alban Grastien, Lina Ye, Laurent Simon
Entropic Causal Inference PDF
Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath, Babak Hassibi
SAT Encodings for Distance-Based Belief Merging Operators PDF
Sébastien Konieczny, Jean-Marie Lagniez, Pierre Marquis
LPMLN, Weak Constraints, and P-log PDF
Joohyung Lee, Zhun Yang
Graph-Based Wrong IsA Relation Detection in a Large-Scale Lexical Taxonomy PDF
Jiaqing Liang, Yanghua Xiao, Yi Zhang, Seung-won Hwang, Haixun Wang
On the Transitivity of Hypernym-Hyponym Relations in Data-Driven Lexical Taxonomies PDF
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 PDF
Heng-Yang Lu, Lu-Yao Xie, Ning Kang, Chong-Jun Wang, Jun-Yuan Xie
The Symbolic Interior Point Method PDF
Martin Mladenov, Vaishak Belle, Kristian Kersting
Small Is Beautiful: Computing Minimal Equivalent EL Concepts PDF
Nadeschda Nikitina, Patrick Koopmann
Compiling Graph Substructures into Sentential Decision Diagrams PDF
Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata
Efficient Evaluation of Answer Set Programs with External Sources Based on External Source Inlining PDF
Christoph Redl
On Equivalence and Inconsistency of Answer Set Programs with External Sources PDF
Christoph Redl
ProjE: Embedding Projection for Knowledge Graph Completion PDF
Baoxu Shi, Tim Weninger
Non-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs PDF
Yi Tay, Anh Tuan Luu, Siu Cheung Hui
Causal Discovery Using Regression-Based Conditional Independence Tests PDF
Hao Zhang, Shuigeng Zhou, Kun Zhang, Jihong Guan
An Improved Algorithm for Learning to Perform Exception-Tolerant Abduction PDF
Mengxue Zhang, Tushar Mathew, Brendan A. Juba
Trust-Sensitive Evolution of DL-Lite Knowledge Bases PDF
Dmitriy Zheleznyakov, Evgeny Kharlamov, Ian Horrocks

Machine Learning Applications

Explicit Defense Actions Against Test-Set Attacks PDF
Scott Alfeld, Xiaojin Zhu, Paul Barford
Multidimensional Scaling on Multiple Input Distance Matrices PDF
Song Bai, Xiang Bai, Longin Jan Latecki, Qi Tian
ICU Mortality Prediction: A Classification Algorithm for Imbalanced Datasets PDF
Sakyajit Bhattacharya, Vaibhav Rajan, Harsh Shrivastava
GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering PDF
Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
Predicting Soccer Highlights from Spatio-Temporal Match Event Streams PDF
Tom Decroos, Vladimir Dzyuba, Jan Van Haaren, Jesse Davis
A Hybrid Collaborative Filtering Model with Deep Structure for Recommender Systems PDF
Xin Dong, Lei Yu, Zhonghuo Wu, Yuxia Sun, Lingfeng Yuan, Fangxi Zhang
Collaborative Dynamic Sparse Topic Regression with User Profile Evolution for Item Recommendation PDF
Li Gao, Jia Wu, Chuan Zhou, Yue Hu
Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton PDF
Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao, Heng Tao Shen
Soft Video Parsing by Label Distribution Learning PDF
Xin Geng, Miaogen Ling
Active Learning with Cross-Class Similarity Transfer PDF
Yuchen Guo, Guiguang Ding, Yue Gao, Jungong Han
DeepFix: Fixing Common C Language Errors by Deep Learning PDF
Rahul Gupta, Soham Pal, Aditya Kanade, Shirish Shevade
Question Difficulty Prediction for READING Problems in Standard Tests PDF
Zhenya Huang, Qi Liu, Enhong Chen, Hongke Zhao, Mingyong Gao, Si Wei, Yu Su, Guoping Hu
Additional Multi-Touch Attribution for Online Advertising PDF
Wendi Ji, Xiaoling Wang
Multitask Dyadic Prediction and Its Application in Prediction of Adverse Drug-Drug Interaction PDF
Bo Jin, Haoyu Yang, Cao Xiao, Ping Zhang, Xiaopeng Wei, Fei Wang
Semi-Supervised Multi-View Correlation Feature Learning with Application to Webpage Classification PDF
Xiao-Yuan Jing, Fei Wu, Xiwei Dong, Shiguang Shan, Songcan Chen
Contextual RNN-GANs for Abstract Reasoning Diagram Generation PDF
Viveka Kulharia, Arnab Ghosh, Amitabha Mukerjee, Vinay Namboodiri, Mohit Bansal
A Framework for Minimal Clustering Modification via Constraint Programming PDF
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 PDF
Yoad Lewenberg, Yoram Bachrach, Ulrich Paquet, Jeffrey S. Rosenschein
ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems PDF
DongSheng Li, Chao Chen, Qin Lv, Li Shang, Stephen M. Chu, Hongyuan Zha
Learning with Feature Network and Label Network Simultaneously PDF
Yingming Li, Ming Yang, Zenglin Xu, Zhongfei (Mark) Zhang
Collaborative Company Profiling: Insights from an Employee's Perspective PDF
Hao Lin, Hengshu Zhu, Yuan Zuo, Chen Zhu, Junjie Wu, Hui Xiong
ESPACE: Accelerating Convolutional Neural Networks via Eliminating Spatial and Channel Redundancy PDF
Shaohui Lin, Rongrong Ji, Chao Chen, Feiyue Huang
A Sparse Dictionary Learning Framework to Discover Discriminative Source Activations in EEG Brain Mapping PDF
Feng Liu, Shouyi Wang, Jay Rosenberger, Jianzhong Su, Hanli Liu
On Predictive Patent Valuation: Forecasting Patent Citations and Their Types PDF
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 PDF
Yu Liu, Jianlong Fu, Tao Mei, Chang Wen Chen
Data-Driven Approximations to NP-Hard Problems PDF
Anton Milan, S. Hamid Rezatofighi, Ravi Garg, Anthony Dick, Ian Reid
Predicting Demographics of High-Resolution Geographies with Geotagged Tweets PDF
Omar Montasser, Daniel Kifer
Finding Cut from the Same Cloth: Cross Network Link Recommendation via Joint Matrix Factorization PDF
Arun Reddy Nelakurthi, Jingrui He
FeaBoost: Joint Feature and Label Refinement for Semantic Segmentation PDF
Yulei Niu, Zhiwu Lu, Songfang Huang, Xin Gao, Ji-Rong Wen
Learning Implicit Tasks for Patient-Specific Risk Modeling in ICU PDF
Nozomi Nori, Hisashi Kashima, Kazuto Yamashita, Susumu Kunisawa, Yuichi Imanaka
Enabling Dark Energy Science with Deep Generative Models of Galaxy Images PDF
Siamak Ravanbakhsh, Francois Lanusse, Rachel Mandelbaum, Jeff Schneider, Barnabas Poczos
Unsupervised Deep Learning for Optical Flow Estimation PDF
Zhe Ren, Junchi Yan, Bingbing Ni, Bin Liu, Xiaokang Yang, Hongyuan Zha
Low-Rank Linear Cold-Start Recommendation from Social Data PDF
Suvash Sedhain, Aditya Krishna Menon, Scott Sanner, Lexing Xie, Darius Braziunas
Exploring Normalization in Deep Residual Networks with Concatenated Rectified Linear Units PDF
Wenling Shang, Justin Chiu, Kihyuk Sohn
Portfolio Selection via Subset Resampling PDF
Weiwei Shen, Jun Wang
Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks PDF
Yinghuan Shi, Wenbin Li, Yang Gao, Longbing Cao, Dinggang Shen
Fast Inverse Reinforcement Learning with Interval Consistent Graph for Driving Behavior Prediction PDF
Masamichi Shimosaka, Junichi Sato, Kazuhito Takenaka, Kentarou Hitomi
Neural Programming by Example PDF
Chengxun Shu, Hongyu Zhang
Simultaneous Clustering and Ensemble PDF
Zhiqiang Tao, Hongfu Liu, Yun Fu
A Deep Hierarchical Approach to Lifelong Learning in Minecraft PDF
Chen Tessler, Shahar Givony, Tom Zahavy, Daniel J. Mankowitz, Shie Mannor
Learning Attributes from the Crowdsourced Relative Labels PDF
Tian Tian, Ning Chen, Jun Zhu
Coupling Implicit and Explicit Knowledge for Customer Volume Prediction PDF
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 PDF
Jinzhuo Wang, Wenmin Wang, Ronggang Wang, Wen Gao
Multiset Feature Learning for Highly Imbalanced Data Classification PDF
Fei Wu, Xiao-Yuan Jing, Shiguang Shan, Wangmeng Zuo, Jing-Yu Yang
Adverse Drug Reaction Prediction with Symbolic Latent Dirichlet Allocation PDF
Cao Xiao, Ping Zhang, W. Art Chaovalitwongse, Jianying Hu, Fei Wang
Modeling the Intensity Function of Point Process Via Recurrent Neural Networks PDF
Shuai Xiao, Junchi Yan, Xiaokang Yang, Hongyuan Zha, Stephen M. Chu
Progressive Prediction of Student Performance in College Programs PDF
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 PDF
Linli Xu, Chao Zhang
Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval PDF
Erkun Yang, Cheng Deng, Wei Liu, Xianglong Liu, Dacheng Tao, Xinbo Gao
Discriminative Semi-Supervised Dictionary Learning with Entropy Regularization for Pattern Classification PDF
Meng Yang, Lin Chen
Fine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images PDF
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 PDF
Haiyan Yin, Sinno Jialin Pan
Personalized Donor-Recipient Matching for Organ Transplantation PDF
Jinsung Yoon, Ahmed M. Alaa, Martin Cadeiras, Mihaela van der Schaar
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction PDF
Junbo Zhang, Yu Zheng, Dekang Qi
Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction PDF
Lefei Zhang, Qian Zhang, Bo Du, Dacheng Tao, Jane You
Discrete Personalized Ranking for Fast Collaborative Filtering from Implicit Feedback PDF
Yan Zhang, Defu Lian, Guowu Yang
Catch’Em All: Locating Multiple Diffusion Sources in Networks with Partial Observations PDF
Kai Zhu, Zhen Chen, Lei Ying

Machine Learning Methods

Learning Bayesian Networks with Incomplete Data by Augmentation PDF
Tameem Adel, Cassio P. de Campos
Unsupervised Domain Adaptation with a Relaxed Covariate Shift Assumption PDF
Tameem Adel, Han Zhao, Alexander Wong
Scalable Optimization of Multivariate Performance Measures in Multi-instance Multi-label Learning PDF
Apoorv Aggarwal, Sandip Ghoshal, Ankith M. S. Shetty, Suhit Sinha, Ganesh Ramakrishnan, Purushottam Kar, Prateek Jain
The Bernstein Mechanism: Function Release under Differential Privacy PDF
Francesco Aldà, Benjamin I. P. Rubinstein
Heavy-Tailed Analogues of the Covariance Matrix for ICA PDF
Joseph Anderson, Navin Goyal, Anupama Nandi, Luis Rademacher
Fast Generalized Distillation for Semi-Supervised Domain Adaptation PDF
Shuang Ao, Xiang Li, Charles X. Ling
The Option-Critic Architecture PDF
Pierre-Luc Bacon, Jean Harb, Doina Precup
Label Efficient Learning by Exploiting Multi-Class Output Codes PDF
Maria Florina Balcan, Travis Dick, Yishay Mansour
Robust Partially-Compressed Least-Squares PDF
Stephen Becker, Ban Kawas, Marek Petrik
Learning Residual Alternating Automata PDF
Sebastian Berndt, Maciej Liśkiewicz, Matthias Lutter, Rüdiger Reischuk
Resource Constrained Structured Prediction PDF
Tolga Bolukbasi, Kai-Wei Chang, Joseph Wang, Venkatesh Saligrama
Cross-Domain Kernel Induction for Transfer Learning PDF
Wei-Cheng Chang, Yuexin Wu, Hanxiao Liu, Yiming Yang
Informative Subspace Learning for Counterfactual Inference PDF
Yale Chang, Jennifer G. Dy
PAC Identification of a Bandit Arm Relative to a Reward Quantile PDF
Arghya Roy Chaudhuri, Shivaram Kalyanakrishnan
Classification with Minimax Distance Measures PDF
Morteza Haghir Chehreghani
Latent Discriminant Analysis with Representative Feature Discovery PDF
Gang Chen
Near-Optimal Active Learning of Halfspaces via Query Synthesis in the Noisy Setting PDF
Lin Chen, Hamed Hassani, Amin Karbasi
Sparse Boltzmann Machines with Structure Learning as Applied to Text Analysis PDF
Zhourong Chen, Nevin L. Zhang, Dit-Yan Yeung, Peixian Chen
Communication Lower Bounds for Distributed Convex Optimization: Partition Data on Features PDF
Zihao Chen, Luo Luo, Zhihua Zhang
OFFER: Off-Environment Reinforcement Learning PDF
Kamil Andrzej Ciosek, Shimon Whiteson
Addressing Imbalance in Multi-Label Classification Using Structured Hellinger Forests PDF
Zachary Alan Daniels, Dimitris N. Metaxas
Nonlinear Dynamic Boltzmann Machines for Time-Series Prediction PDF
Sakyasingha Dasgupta, Takayuki Osogami
Estimating the Maximum Expected Value in Continuous Reinforcement Learning Problems PDF
Carlo D'Eramo, Alessandro Nuara, Matteo Pirotta, Marcello Restelli
Scalable Multitask Policy Gradient Reinforcement Learning PDF
Salam El Bsat, Haitham Bou Ammar, Matthew E. Taylor
From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach PDF
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 PDF
Yusuf Bugra Erol, Yi Wu, Lei Li, Stuart Russell
Structure Regularized Unsupervised Discriminant Feature Analysis PDF
Mingyu Fan, Xiaojun Chang, Dacheng Tao
Self-Paced Learning: An Implicit Regularization Perspective PDF
Yanbo Fan, Ran He, Jian Liang, Baogang Hu
Deep MIML Network PDF
Ji Feng, Zhi-Hua Zhou
Modeling Skewed Class Distributions by Reshaping the Concept Space PDF
Kyle D. Feuz, Diane J. Cook
On Learning High Dimensional Structured Single Index Models PDF
Ravi Ganti, Nikhil Rao, Laura Balzano, Rebecca Willett, Robert Nowak
Local Centroids Structured Non-Negative Matrix Factorization PDF
Hongchang Gao, Feiping Nie, Heng Huang
Low-Rank Factorization of Determinantal Point Processes PDF
Mike Gartrell, Ulrich Paquet, Noam Koenigstein
Robust Loss Functions under Label Noise for Deep Neural Networks PDF
Aritra Ghosh, Himanshu Kumar, P. S. Sastry
Exploring Commonality and Individuality for Multi-Modal Curriculum Learning PDF
Chen Gong
MPGL: An Efficient Matching Pursuit Method for Generalized LASSO PDF
Dong Gong, Mingkui Tan, Yanning Zhang, Anton van den Hengel, Qinfeng Shi
Weighted Bandits or: How Bandits Learn Distorted Values That Are Not Expected PDF
Aditya Gopalan, Prashanth L. A., Michael Fu, Steve Marcus
Efficient Sparse Low-Rank Tensor Completion Using the Frank-Wolfe Algorithm PDF
Xiawei Guo, Quanming Yao, James Tin-Yau Kwok
Convex Co-Embedding for Matrix Completion with Predictive Side Information PDF
Yuhong Guo
Continuous Conditional Dependency Network for Structured Regression PDF
Chao Han, Mohamed Ghalwash, Zoran Obradovic
Bilateral k-Means Algorithm for Fast Co-Clustering PDF
Junwei Han, Kun Song, Feiping Nie, Xuelong Li
Alternating Back-Propagation for Generator Network PDF
Tian Han, Yang Lu, Song-Chun Zhu, Ying Nian Wu
Enumerate Lasso Solutions for Feature Selection PDF
Satoshi Hara, Takanori Maehara
Scalable Algorithm for Higher-Order Co-Clustering via Random Sampling PDF
Daisuke Hatano, Takuro Fukunaga, Takanori Maehara, Ken-ichi Kawarabayashi
Learning Invariant Deep Representation for NIR-VIS Face Recognition PDF
Ran He, Xiang Wu, Zhenan Sun, Tieniu Tan
A Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression PDF
Quang Minh Hoang, Trong Nghia Hoang, Kian Hsiang Low
Semi-Supervised Adaptive Label Distribution Learning for Facial Age Estimation PDF
Peng Hou, Xin Geng, Zeng-Wei Huo, Jia-Qi Lv
Sampling Beats Fixed Estimate Predictors for Cloning Stochastic Behavior in Multiagent Systems PDF
Brian Hrolenok, Byron Boots, Tucker Hybinette Balch
Sequential Classification-Based Optimization for Direct Policy Search PDF
Yi-Qi Hu, Hong Qian, Yang Yu
A Riemannian Network for SPD Matrix Learning PDF
Zhiwu Huang, Luc Van Gool
Asynchronous Mini-Batch Gradient Descent with Variance Reduction for Non-Convex Optimization PDF
Zhouyuan Huo, Heng Huang
Learning Unitary Operators with Help From u(n) PDF
Stephanie L. Hyland, Gunnar Rätsch
Denoising Criterion for Variational Auto-Encoding Framework PDF
Daniel Im Jiwoong Im, Sungjin Ahn, Roland Memisevic, Yoshua Bengio
Recovering True Classifier Performance in Positive-Unlabeled Learning PDF
Shantanu Jain, Martha White, Predrag Radivojac
Generalized Ambiguity Decompositions for Classification with Applications in Active Learning and Unsupervised Ensemble Pruning PDF
Zhengshen Jiang, Hongzhi Liu, Bin Fu, Zhonghai Wu
Twin Learning for Similarity and Clustering: A Unified Kernel Approach PDF
Zhao Kang, Chong Peng, Qiang Cheng
Tunable Sensitivity to Large Errors in Neural Network Training PDF
Gil Keren, Sivan Sabato, Björn Schuller
Binary Embedding with Additive Homogeneous Kernels PDF
Saehoon Kim, Seungjin Choi
Structured Inference Networks for Nonlinear State Space Models PDF
Rahul G. Krishnan, Uri Shalit, David Sontag
Estimating Uncertainty Online Against an Adversary PDF
Volodymyr Kuleshov, Stefano Ermon
Learning Non-Linear Dynamics of Decision Boundaries for Maintaining Classification Performance PDF
Atsutoshi Kumagai, Tomoharu Iwata
Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration PDF
Himabindu Lakkaraju, Ece Kamar, Rich Caruana, Eric Horvitz
Dynamic Action Repetition for Deep Reinforcement Learning PDF
Aravind S. Lakshminarayanan, Sahil Sharma, Balaraman Ravindran
Playing FPS Games with Deep Reinforcement Learning PDF
Guillaume Lample, Devendra Singh Chaplot
Transfer Reinforcement Learning with Shared Dynamics PDF
Romain Laroche, Merwan Barlier
Transfer Learning for Deep Learning on Graph-Structured Data PDF
Jaekoo Lee, Hyunjae Kim, Jongsun Lee, Sungroh Yoon
Efficient Online Model Adaptation by Incremental Simplex Tableau PDF
Zhixian Lei, Xuehan Ye, Yongcai Wang, Deying Li, Jia Xu
Multivariate Hawkes Processes for Large-Scale Inference PDF
Rémi Lemonnier, Kevin Scaman, Argyris Kalogeratos
Self-Paced Multi-Task Learning PDF
Changsheng Li, Junchi Yan, Fan Wei, Weishan Dong, Qingshan Liu, Hongyuan Zha
Infinitely Many-Armed Bandits with Budget Constraints PDF
Haifang Li, Yingce Xia
Sparse Subspace Clustering by Learning Approximation ℓ0 Codes PDF
Jun Li, Yu Kong, Yun Fu
Riemannian Submanifold Tracking on Low-Rank Algebraic Variety PDF
Qian Li, Zhichao Wang
Large Graph Hashing with Spectral Rotation PDF
Xuelong Li, Di Hu, Feiping Nie
Low-Rank Tensor Completion with Total Variation for Visual Data Inpainting PDF
Xutao Li, Yunming Ye, Xiaofei Xu
Learning Safe Prediction for Semi-Supervised Regression PDF
Yu-Feng Li, Han-Wen Zha, Zhi-Hua Zhou
A Two-Stage Approach for Learning a Sparse Model with Sharp Excess Risk Analysis PDF
Zhe Li, Tianbao Yang, Lijun Zhang, Rong Jin
Balanced Clustering with Least Square Regression PDF
Hanyang Liu, Junwei Han, Feiping Nie, Xuelong Li
Ordinal Constrained Binary Code Learning for Nearest Neighbor Search PDF
Hong Liu, Rongrong Ji, Yongjian Wu, Feiyue Huang
Sparse Deep Transfer Learning for Convolutional Neural Network PDF
Jiaming Liu, Yali Wang, Yu Qiao
Cost-Sensitive Feature Selection via F-Measure Optimization Reduction PDF
Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao
Multiple Kernel k-Means with Incomplete Kernels PDF
Xinwang Liu, Miaomiao Li, Lei Wang, Yong Dou, Jianping Yin, En Zhu
Optimal Neighborhood Kernel Clustering with Multiple Kernels PDF
Xinwang Liu, Sihang Zhou, Yueqing Wang, Miaomiao Li, Yong Dou, En Zhu, Jianping Yin
Generalization Analysis for Ranking Using Integral Operator PDF
Yong Liu, Shizhong Liao, Hailun Lin, Yinliang Yue, Weiping Wang
Infinite Kernel Learning: Generalization Bounds and Algorithms PDF
Yong Liu, Shizhong Liao, Hailun Lin, Yinliang Yue, Weiping Wang
Accelerated Variance Reduced Stochastic ADMM PDF
Yuanyuan Liu, Fanhua Shang, James Cheng
Semi-Supervised Classifications via Elastic and Robust Embedding PDF
Yun Liu, Yiming Guo, Hua Wang, Feiping Nie, Heng Huang
Approximate Conditional Gradient Descent on Multi-Class Classification PDF
Zhuanghua Liu, Ivor Tsang
Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling PDF
Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander Hauptmann, Qinghua Zheng
Active Search for Sparse Signals with Region Sensing PDF
Yifei Ma, Roman Garnett, Jeff Schneider
Where to Add Actions in Human-in-the-Loop Reinforcement Learning PDF
Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popović
Asynchronous Stochastic Proximal Optimization Algorithms with Variance Reduction PDF
Qi Meng, Wei Chen, Jingcheng Yu, Taifeng Wang, Zhi-Ming Ma, Tie-Yan Liu
Generalization Error Bounds for Optimization Algorithms via Stability PDF
Qi Meng, Yue Wang, Wei Chen, Taifeng Wang, Zhi-Ming Ma, Tie-Yan Liu
When and Why Are Deep Networks Better Than Shallow Ones? PDF
Hrushikesh Mhaskar, Qianli Liao, Tomaso Poggio
Lifted Inference for Convex Quadratic Programs PDF
Martin Mladenov, Leonard Kleinhans, Kristian Kersting
Poisson Sum-Product Networks: A Deep Architecture for Tractable Multivariate Poisson Distributions PDF
Alejandro Molina, Sriraam Natarajan, Kristian Kersting
Deep Collective Inference PDF
John Moore, Jennifer Neville
Streaming Classification with Emerging New Class by Class Matrix Sketching PDF
Xin Mu, Feida Zhu, Juan Du, Ee-Peng Lim, Zhi-Hua Zhou
Deep Hashing: A Joint Approach for Image Signature Learning PDF
Yadong Mu, Zhu Liu
Tsallis Regularized Optimal Transport and Ecological Inference PDF
Boris Muzellec, Richard Nock, Giorgio Patrini, Frank Nielsen
The Multivariate Generalised von Mises Distribution: Inference and Applications PDF
Alexandre K. W. Navarro, Jes Frellsen, Richard E. Turner
Querying Partially Labelled Data to Improve a K-nn Classifier PDF
Vu-Linh Nguyen, Sébastien Destercke, Marie-Helene Masson
Multi-View Clustering and Semi-Supervised Classification with Adaptive Neighbours PDF
Feiping Nie, Guohao Cai, Xuelong Li
Multiclass Capped ℓp-Norm SVM for Robust Classifications PDF
Feiping Nie, Xiaoqian Wang, Heng Huang
Unsupervised Large Graph Embedding PDF
Feiping Nie, Wei Zhu, Xuelong Li
Matching Node Embeddings for Graph Similarity PDF
Giannis Nikolentzos, Polykarpos Meladianos, Michalis Vazirgiannis
Inductive Pairwise Ranking: Going Beyond the n log(n) Barrier PDF
U.N. Niranjan, Arun Rajkumar
Active Search in Intensionally Specified Structured Spaces PDF
Dino Oglic, Roman Garnett, Thomas Gaertner
Top-k Hierarchical Classification PDF
Sechan Oh
Unimodal Thompson Sampling for Graph-Structured Arms PDF
Stefano Paladino, Francesco Trovò, Marcello Restelli, Nicola Gatti
Accelerated Gradient Temporal Difference Learning PDF
Yangchen Pan, Adam White, Martha White
A General Framework for Sparsity Regularized Feature Selection via Iteratively Reweighted Least Square Minimization PDF
Hanyang Peng, Yong Fan
Cascade Subspace Clustering PDF
Xi Peng, Jiashi Feng, Jiwen Lu, Wei-Yun Yau, Zhang Yi
Column Networks for Collective Classification PDF
Trang Pham, Truyen Tran, Dinh Phung, Svetha Venkatesh
A General Clustering Agreement Index: For Comparing Disjoint and Overlapping Clusters PDF
Reihaneh Rabbany, Osmar R. Zaïane
Non-Negative Inductive Matrix Completion for Discrete Dyadic Data PDF
Piyush Rai
Online Active Linear Regression via Thresholding PDF
Carlos Riquelme, Ramesh Johari, Baosen Zhang
Adaptive Proximal Average Approximation for Composite Convex Minimization PDF
Li Shen, Wei Liu, Junzhou Huang, Yu-Gang Jiang, Shiqian Ma
Random Features for Shift-Invariant Kernels with Moment Matching PDF
Weiwei Shen, Zhihui Yang, Jun Wang
Compressed K-Means for Large-Scale Clustering PDF
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 PDF
Xu Shen, Xinmei Tian, Shaoyan Sun, Dacheng Tao
Asymmetric Discrete Graph Hashing PDF
Xiaoshuang Shi, Fuyong Xing, Kaidi Xu, Manish Sapkota, Lin Yang
Spectral Clustering with Brainstorming Process for Multi-View Data PDF
Jeong-Woo Son, Junkey Jeon, Alex Lee, Sun-Joong Kim
Parameter Free Large Margin Nearest Neighbor for Distance Metric Learning PDF
Kun Song, Feiping Nie, Junwei Han, Xuelong Li
Multilinear Regression for Embedded Feature Selection with Application to fMRI Analysis PDF
Xiaonan Song, Haiping Lu
Distributed Negative Sampling for Word Embeddings PDF
Stergios Stergiou, Zygimantas Straznickas, Rolina Wu, Kostas Tsioutsiouliklis
Label-Free Supervision of Neural Networks with Physics and Domain Knowledge PDF
Russell Stewart, Stefano Ermon
Unsupervised Learning with Truncated Gaussian Graphical Models PDF
Qinliang Su, Xuejun Liao, Chunyuan Li, Zhe Gan, Lawrence Carin
Automatic Curriculum Graph Generation for Reinforcement Learning Agents PDF
Maxwell Svetlik, Matteo Leonetti, Jivko Sinapov, Rishi Shah, Nick Walker, Peter Stone
Self-Correcting Models for Model-Based Reinforcement Learning PDF
Erik Talvitie
Distant Domain Transfer Learning PDF
Ben Tan, Yu Zhang, Sinno Jialin Pan, Qiang Yang
Confidence-Rated Discriminative Partial Label Learning PDF
Cai-Zhi Tang, Min-Ling Zhang
Cross-Domain Ranking via Latent Space Learning PDF
Jie Tang, Wendy Hall
How to Train a Compact Binary Neural Network with High Accuracy? PDF
Wei Tang, Gang Hua, Liang Wang
Policy Search with High-Dimensional Context Variables PDF
Voot Tangkaratt, Herke van Hoof, Simone Parisi, Gerhard Neumann, Jan Peters, Masashi Sugiyama
Coactive Critiquing: Elicitation of Preferences and Features PDF
Stefano Teso, Paolo Dragone, Andrea Passerini
Importance Sampling with Unequal Support PDF
Philip S. Thomas, Emma Brunskill
Achieving Privacy in the Adversarial Multi-Armed Bandit PDF
Aristide Charles Yedia Tossou, Christos Dimitrakakis
Thompson Sampling for Stochastic Bandits with Graph Feedback PDF
Aristide C. Y. Tossou, Christos Dimitrakakis, Devdatt Dubhashi
Selecting Sequences of Items via Submodular Maximization PDF
Sebastian Tschiatschek, Adish Singla, Andreas Krause
Variable Kernel Density Estimation in High-Dimensional Feature Spaces PDF
Christiaan Maarten van der Walt, Etienne Barnard
Regularization for Unsupervised Deep Neural Nets PDF
Baiyang Wang, Diego Klabjan
Relational Deep Learning: A Deep Latent Variable Model for Link Prediction PDF
Hao Wang, Xingjian Shi, Dit-Yan Yeung
Factorization Bandits for Interactive Recommendation PDF
Huazheng Wang, Qingyun Wu, Hongning Wang
Latent Smooth Skeleton Embedding PDF
Li Wang, Qi Mao, Ivor W. Tsang
Polynomial Optimization Methods for Matrix Factorization PDF
Po-Wei Wang, Chun-Liang Li, J. Zico Kolter
Two-Dimensional PCA with F-Norm Minimization PDF
Qianqian Wang, Quanxue Gao
Feature Selection Guided Auto-Encoder PDF
Shuyang Wang, Zhengming Ding, Yun Fu
Fredholm Multiple Kernel Learning for Semi-Supervised Domain Adaptation PDF
Wei Wang, Hao Wang, Chen Zhang, Yang Gao
Fast Online Incremental Learning on Mixture Streaming Data PDF
Yi Wang, Xin Fan, Zhongxuan Luo, Tianzhu Wang, Maomao Min, Jiebo Luo
Efficient Ordered Combinatorial Semi-Bandits for Whole-Page Recommendation PDF
Yingfei Wang, Hua Ouyang, Chu Wang, Jianhui Chen, Tsvetan Asamov, Yi Chang
Unbiased Multivariate Correlation Analysis PDF
Yisen Wang, Simone Romano, Vinh Nguyen, James Bailey, Xingjun Ma, Shu-Tao Xia
Beyond RPCA: Flattening Complex Noise in the Frequency Domain PDF
Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao
Improving Efficiency of SVM k-Fold Cross-Validation by Alpha Seeding PDF
Zeyi Wen, Bin Li, Ramamohanarao Kotagiri, Jian Chen, Yawen Chen, Rui Zhang
Rank Ordering Constraints Elimination with Application for Kernel Learning PDF
Ying Xie, Chris H. Q. Ding, Yihong Gong, Zongze Wu
Solving Indefinite Kernel Support Vector Machine with Difference of Convex Functions Programming PDF
Hai-Ming Xu, Hui Xue, Xiao-Hong Chen, Yun-Yun Wang
Cleaning the Null Space: A Privacy Mechanism for Predictors PDF
Ke Xu, Tongyi Cao, Swair Shah, Crystal Maung, Haim Schweitzer
Efficient Non-Oblivious Randomized Reduction for Risk Minimization with Improved Excess Risk Guarantee PDF
Yi Xu, Haiqin Yang, Lijun Zhang, Tianbao Yang
A General Efficient Hyperparameter-Free Algorithm for Convolutional Sparse Learning PDF
Zheng Xu, Junzhou Huang
Multi-View Correlated Feature Learning by Uncovering Shared Component PDF
Xiaowei Xue, Feiping Nie, Sen Wang, Xiaojun Chang, Bela Stantic, Min Yao
A Framework of Online Learning with Imbalanced Streaming Data PDF
Yan Yan, Tianbao Yang, Yi Yang, Jianhui Chen
TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records PDF
Kai Yang, Xiang Li, Haifeng Liu, Jing Mei, Guotong Xie, Junfeng Zhao, Bing Xie, Fei Wang
Deep Learning for Fixed Model Reuse PDF
Yang Yang, De-Chuan Zhan, Ying Fan, Yuan Jiang, Zhi-Hua Zhou
Learning Deep Latent Space for Multi-Label Classification PDF
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 PDF
Hsiang-Fu Yu, Hsin-Yuan Huang, Inderjit Dhillon, Chih-Jen Lin
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient PDF
Lantao Yu, Weinan Zhang, Jun Wang, Yong Yu
CBRAP: Contextual Bandits with RAndom Projection PDF
Xiaotian Yu, Michael R. Lyu, Irwin King
An Exact Penalty Method for Binary Optimization Based on MPEC Formulation PDF
Ganzhao Yuan, Bernard Ghanem
Scalable Feature Selection via Distributed Diversity Maximization PDF
Sepehr Abbasi Zadeh, Mehrdad Ghadiri, Vahab Mirrokni, Morteza Zadimoghaddam
Fast Compressive Phase Retrieval under Bounded Noise PDF
Hongyang Zhang, Shan You, Zhouchen Lin, Chao Xu
Query-Efficient Imitation Learning for End-to-End Simulated Driving PDF
Jiakai Zhang, Kyunghyun Cho
Growing Interpretable Part Graphs on ConvNets via Multi-Shot Learning PDF
Quanshi Zhang, Ruiming Cao, Ying Nian Wu, Song-Chun Zhu
Universum Prescription: Regularization Using Unlabeled Data PDF
Xiang Zhang, Yann LeCun
Learning Sparse Task Relations in Multi-Task Learning PDF
Yu Zhang, Qiang Yang
Multi-View Clustering via Deep Matrix Factorization PDF
Handong Zhao, Zhengming Ding, Yun Fu
SCOPE: Scalable Composite Optimization for Learning on Spark PDF
Shen-Yi Zhao, Ru Xiang, Ying-Hao Shi, Peng Gao, Wu-Jun Li
Lock-Free Optimization for Non-Convex Problems PDF
Shen-Yi Zhao, Gong-Duo Zhang, Wu-Jun Li
Scalable Graph Embedding for Asymmetric Proximity PDF
Chang Zhou, Yuqiong Liu, Xiaofei Liu, Zhongyi Liu, Jun Gao
Bilinear Probabilistic Canonical Correlation Analysis via Hybrid Concatenations PDF
Yang Zhou, Haiping Lu, Yiu-ming Cheung
Parametric Dual Maximization for Non-Convex Learning Problems PDF
Yuxun Zhou, Zhaoyi Kang, Costas J. Spanos
One-Step Spectral Clustering via Dynamically Learning Affinity Matrix and Subspace PDF
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 PDF
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 PDF
Yue Zhu, Kai Ming Ting, Zhi-Hua Zhou

Multiagent Systems

Improving Surveillance Using Cooperative Target Observation PDF
Rashi Aswani, Sai Krishna Munnangi, Praveen Paruchuri
Query Complexity of Tournament Solutions PDF
Palash Dey
Centralized versus Personalized Commitments and Their Influence on Cooperation in Group Interactions PDF
The Anh Han, Luis Moniz Pereira, Luis A. Martinez-Vaquero, Tom Lenaerts
Kont: Computing Tradeoffs in Normative Multiagent Systems PDF
Ozgur Kafali, Nirav Ajmeri, Munindar P. Singh
Parameterised Verification of Infinite State Multi-Agent Systems via Predicate Abstraction PDF
Panagiotis Kouvaros, Alessio Lomuscio
Decentralized Planning in Stochastic Environments with Submodular Rewards PDF
Rajiv Ranjan Kumar, Pradeep Varakantham, Akshat Kumar
Solving Seven Open Problems of Offline and Online Control in Borda Elections PDF
Marc Neveling, Jörg Rothe
Collective Multiagent Sequential Decision Making Under Uncertainty PDF
Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau
Nurturing Group-Beneficial Information-Gathering Behaviors Through Above-Threshold Criteria Setting PDF
Igor Rochlin, David Sarne, Maytal Bremer, Ben Grynhaus

Natural Language Processing and Knowledge Representation

Improving Multi-Document Summarization via Text Classification PDF
Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei
Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions PDF
Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao
Neural Bag-of-Ngrams PDF
Bofang Li, Tao Liu, Zhe Zhao, Puwei Wang, Xiaoyong Du
SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents PDF
Ramesh Nallapati, Feifei Zhai, Bowen Zhou
Unit Dependency Graph and Its Application to Arithmetic Word Problem Solving PDF
Subhro Roy, Dan Roth
Prerequisite Skills for Reading Comprehension: Multi-Perspective Analysis of MCTest Datasets and Systems PDF
Saku Sugawara, Hikaru Yokono, Akiko Aizawa
Neural Machine Translation with Reconstruction PDF
Zhaopeng Tu, Yang Liu, Lifeng Shang, Xiaohua Liu, Hang Li
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions PDF
Han Xiao, Minlie Huang, Lian Meng, Xiaoyan Zhu
Efficiently Answering Technical Questions — A Knowledge Graph Approach PDF
Shuo Yang, Lei Zou, Zhongyuan Wang, Jun Yan, Ji-Rong Wen
Incorporating Knowledge Graph Embeddings into Topic Modeling PDF
Liang Yao, Yin Zhang, Baogang Wei, Zhe Jin, Rui Zhang, Yangyang Zhang, Qinfei Chen
A Context-Enriched Neural Network Method for Recognizing Lexical Entailment PDF
Kun Zhang, Enhong Chen, Qi Liu, Chuanren Liu, Guangyi Lv

Natural Language Processing and Machine Learning

Bayesian Neural Word Embedding PDF
Oren Barkan
Improving Word Embeddings with Convolutional Feature Learning and Subword Information PDF
Shaosheng Cao, Wei Lu
Joint Copying and Restricted Generation for Paraphrase PDF
Ziqiang Cao, Chuwei Luo, Wenjie Li, Sujian Li
Unsupervised Learning of Evolving Relationships Between Literary Characters PDF
Snigdha Chaturvedi, Mohit Iyyer, Hal Daume III
Translation Prediction with Source Dependency-Based Context Representation PDF
Kehai Chen, Tiejun Zhao, Muyun Yang, Lemao Liu
Maximum Reconstruction Estimation for Generative Latent-Variable Models PDF
Yong Cheng, Yang Liu, Wei Xu
Incorporating Expert Knowledge into Keyphrase Extraction PDF
Sujatha Das Gollapalli, Xiao-li Li, Peng Yang
Unsupervised Learning for Lexicon-Based Classification PDF
Jacob Eisenstein
Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge PDF
Matt Gardner, Jayant Krishnamurthy
Geometry of Compositionality PDF
Hongyu Gong, Suma Bhat, Pramod Viswanath
Disambiguating Spatial Prepositions Using Deep Convolutional Networks PDF
Kaveh Hassani, Won-Sook Lee
A Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media PDF
Hangfeng He, Xu Sun
Recurrent Attentional Topic Model PDF
Shuangyin Li, Yu Zhang, Rong Pan, Mingzhi Mao, Yang Yang
Representations of Context in Recognizing the Figurative and Literal Usages of Idioms PDF
Changsheng Liu, Rebecca Hwa
Deterministic Attention for Sequence-to-Sequence Constituent Parsing PDF
Chunpeng Ma, Lemao Liu, Akihiro Tamura, Tiejun Zhao, Eiichiro Sumita
S2JSD-LSH: A Locality-Sensitive Hashing Schema for Probability Distributions PDF
Xian-Ling Mao, Bo-Si Feng, Yi-Jing Hao, Liqiang Nie, Heyan Huang, Guihua Wen
Coherent Dialogue with Attention-Based Language Models PDF
Hongyuan Mei, Mohit Bansal, Matthew R. Walter
Definition Modeling: Learning to Define Word Embeddings in Natural Language PDF
Thanapon Noraset, Chen Liang, Larry Birnbaum, Doug Downey
Incrementally Learning the Hierarchical Softmax Function for Neural Language Models PDF
Hao Peng, Jianxin Li, Yangqiu Song, Yaopeng Liu
Condensed Memory Networks for Clinical Diagnostic Inferencing PDF
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 PDF
Keisuke Sakaguchi, Kevin Duh, Matt Post, Benjamin Van Durme
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation PDF
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 PDF
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 PDF
Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu
Semantic Parsing with Neural Hybrid Trees PDF
Raymond Hendy Susanto, Wei Lu
Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms PDF
Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao
Dual-Clustering Maximum Entropy with Application to Classification and Word Embedding PDF
Xiaolong Wang, Jingjing Wang, Chengxiang Zhai
Neural Machine Translation Advised by Statistical Machine Translation PDF
Xing Wang, Zhengdong Lu, Zhaopeng Tu, Hang Li, Deyi Xiong, Min Zhang
A Dynamic Window Neural Network for CCG Supertagging PDF
Huijia Wu, Jiajun Zhang, Chengqing Zong
Distinguish Polarity in Bag-of-Words Visualization PDF
Yusheng Xie, Zhengzhang Chen, Ankit Agrawal, Alok Choudhary
Topic Aware Neural Response Generation PDF
Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, Wei-Ying Ma
Variational Autoencoder for Semi-Supervised Text Classification PDF
Weidi Xu, Haoze Sun, Chao Deng, Ying Tan
Neural Models for Sequence Chunking PDF
Feifei Zhai, Saloni Potdar, Bing Xiang, Bowen Zhou
BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings PDF
Biao Zhang, Deyi Xiong, Jinsong Su
Bilingual Lexicon Induction from Non-Parallel Data with Minimal Supervision PDF
Meng Zhang, Haoruo Peng, Yang Liu, Huanbo Luan, Maosong Sun
Active Discriminative Text Representation Learning PDF
Ye Zhang, Matthew Lease, Byron C. Wallace
Learning Context-Specific Word/Character Embeddings PDF
Xiaoqing Zheng, Jiangtao Feng, Yi Chen, Haoyuan Peng, Wenqing Zhang
Mechanism-Aware Neural Machine for Dialogue Response Generation PDF
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 PDF
Lidong Bing, Bhuwan Dhingra, Kathryn Mazaitis, Jong Hyuk Park, William W. Cohen
Using Discourse Signals for Robust Instructor Intervention Prediction PDF
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 PDF
Yanju Chen, Rong Pan
Unsupervised Sentiment Analysis with Signed Social Networks PDF
Kewei Cheng, Jundong Li, Jiliang Tang, Huan Liu
Recurrent Neural Networks with Auxiliary Labels for Cross-Domain Opinion Target Extraction PDF
Ying Ding, Jianfei Yu, Jing Jiang
Distant Supervision via Prototype-Based Global Representation Learning PDF
Xianpei Han, Le Sun
What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM PDF
Linmei Hu, Juanzi Li, Liqiang Nie, Xiao-Li Li, Chao Shao
Efficient Dependency-Guided Named Entity Recognition PDF
Zhanming Jie, Aldrian Obaja Muis, Wei Lu
Improving Event Causality Recognition with Multiple Background Knowledge Sources Using Multi-Column Convolutional Neural Networks PDF
Canasai Kruengkrai, Kentaro Torisawa, Chikara Hashimoto, Julien Kloetzer, Jong-Hoon Oh, Masahiro Tanaka
Efficiently Mining High Quality Phrases from Texts PDF
Bing Li, Xiaochun Yang, Bin Wang, Wei Cui
Learning Latent Sentiment Scopes for Entity-Level Sentiment Analysis PDF
Hao Li, Wei Lu
Structural Correspondence Learning for Cross-Lingual Sentiment Classification with One-to-Many Mappings PDF
Nana Li, Shuangfei Zhai, Zhongfei Zhang, Boying Liu
Salience Estimation via Variational Auto-Encoders for Multi-Document Summarization PDF
Piji Li, Zihao Wang, Wai Lam, Zhaochun Ren, Lidong Bing
Collaborative User Clustering for Short Text Streams PDF
Shangsong Liang, Zhaochun Ren, Emine Yilmaz, Evangelos Kanoulas
Word Embedding Based Correlation Model for Question/Answer Matching PDF
Yikang Shen, Wenge Rong, Nan Jiang, Baolin Peng, Jie Tang, Zhang Xiong
Greedy Flipping for Constrained Word Deletion PDF
Jin-ge Yao, Xiaojun Wan
Attentive Interactive Neural Networks for Answer Selection in Community Question Answering PDF
Xiaodong Zhang, Sujian Li, Lei Sha, Houfeng Wang
Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning PDF
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 PDF
Meysam Aghighi, Christer Bäckström
Validating Domains and Plans for Temporal Planning via Encoding into Infinite-State Linear Temporal Logic PDF
Alessandro Cimatti, Andrea Micheli, Marco Roveri
On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment PDF
Giuseppe De Giacomo, Fabrizio Maria Maggi, Andrea Marrella, Fabio Patrizi
Bounding the Probability of Resource Constraint Violations in Multi-Agent MDPs PDF
Frits de Nijs, Erwin Walraven, Mathijs M. de Weerdt, Matthijs T. J. Spaan
Optimizing Quantiles in Preference-Based Markov Decision Processes PDF
Hugo Gilbert, Paul Weng, Yan Xu
An Analysis of Monte Carlo Tree Search PDF
Steven James, George Konidaris, Benjamin Rosman
An Efficient Approach to Model-Based Hierarchical Reinforcement Learning PDF
Zhuoru Li, Akshay Narayan, Tze-Yun Leong
Best-First Width Search: Exploration and Exploitation in Classical Planning PDF
Nir Lipovetzky, Hector Geffner
Robust Execution of Probabilistic Temporal Plans PDF
Kyle Lund, Sam Dietrich, Scott Chow, James C. Boerkoel
Multi-Agent Path Finding with Delay Probabilities PDF
Hang Ma, T. K. Satish Kumar, Sven Koenig
Logical Filtering and Smoothing: State Estimation in Partially Observable Domains PDF
Brent Mombourquette, Christian Muise, Sheila A. McIlraith
Landmark-Based Heuristics for Goal Recognition PDF
Ramon Fraga Pereira, Nir Oren, Felipe Meneguzzi
Fast SSP Solvers Using Short-Sighted Labeling PDF
Luis Enrique Pineda, Kyle Hollins Wray, Shlomo Zilberstein
Higher-Dimensional Potential Heuristics for Optimal Classical Planning PDF
Florian Pommerening, Malte Helmert, Blai Bonet
Schematic Invariants by Reduction to Ground Invariants PDF
Jussi Rintanen
Narrowing the Gap Between Saturated and Optimal Cost Partitioning for Classical Planning PDF
Jendrik Seipp, Thomas Keller, Malte Helmert
Incorporating Domain-Independent Planning Heuristics in Hierarchical Planning PDF
Vikas Shivashankar, Ron Alford, David W. Aha
Computational Issues in Time-Inconsistent Planning PDF
Pingzhong Tang, Yifeng Teng, Zihe Wang, Shenke Xiao, Yichong Xu
Accelerated Vector Pruning for Optimal POMDP Solvers PDF
Erwin Walraven, Matthijs T. J. Spaan
When to Reset Your Keys: Optimal Timing of Security Updates via Learning PDF
Zizhan Zheng, Ness B. Shroff, Prasant Mohapatra
Human-Aware Plan Recognition PDF
Hankz Hankui Zhuo

Reasoning under Uncertainty

Minimal Undefinedness for Fuzzy Answer Sets PDF
Mario Alviano, Giovanni Amendola, Rafael Peñaloza
Open-Universe Weighted Model Counting PDF
Vaishak Belle
Deterministic versus Probabilistic Methods for Searching for an Evasive Target PDF
Sara Bernardini, Maria Fox, Derek Long, Chiara Piacentini
Non-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces PDF
Alberto Camacho, Eleni Triantafillou, Christian Muise, Jorge A. Baier, Sheila A. McIlraith
Optimizing Expectation with Guarantees in POMDPs PDF
Krishnendu Chatterjee, Petr Novotný, Guillermo A. Pérez, Jean-François Raskin, Đorđe Žikelić
Latent Dependency Forest Models PDF
Shanbo Chu, Yong Jiang, Kewei Tu
Causal Effect Identification by Adjustment under Confounding and Selection Biases PDF
Juan D. Correa, Elias Bareinboim
The Linearization of Belief Propagation on Pairwise Markov Random Fields PDF
Wolfgang Gatterbauer
The Kernel Kalman Rule — Efficient Nonparametric Inference with Recursive Least Squares PDF
Gregor H. W. Gebhardt, Andras Kupcsik, Gerhard Neumann
Misspecified Linear Bandits PDF
Avishek Ghosh, Sayak Ray Chowdhury, Aditya Gopalan
Reasoning about Cognitive Trust in Stochastic Multiagent Systems PDF
Xiaowei Huang, Marta Zofia Kwiatkowska
Anytime Best+Depth-First Search for Bounding Marginal MAP PDF
Radu Marinescu, Junkyu Lee, Alexander Ihler, Rina Dechter
Multi-Objective Influence Diagrams with Possibly Optimal Policies PDF
Radu Marinescu, Abdul Razak, Nic Wilson
Hindsight Optimization for Hybrid State and Action MDPs PDF
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 PDF
Felix Schmitt, Hans-Joachim Bieg, Michael Herman, Constantin A. Rothkopf
Solving Constrained Combinatorial Optimisation Problems via MAP Inference without High-Order Penalties PDF
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 PDF
Olov Andersson, Mariusz Wzorek, Patrick Doherty
Latent Dirichlet Allocation for Unsupervised Activity Analysis on an Autonomous Mobile Robot PDF
Paul Duckworth, Muhannad Alomari, James Charles, David C. Hogg, Anthony G. Cohn
Unsupervised Feature Learning for 3D Scene Reconstruction with Occupancy Maps PDF
Vitor Campanholo Guizilini, Fabio Tozeto Ramos
Grounded Action Transformation for Robot Learning in Simulation PDF
Josiah P. Hanna, Peter Stone
A Diversified Generative Latent Variable Model for WiFi-SLAM PDF
Hao Xiong, Dacheng Tao
Associate Latent Encodings in Learning from Demonstrations PDF
Hang Yin, Francisco S. Melo, Aude Billard, Ana Paiva
Dynamically Constructed (PO)MDPs for Adaptive Robot Planning PDF
Shiqi Zhang, Piyush Khandelwal, Peter Stone

Search and Constraint Satisfaction

A SAT-Based Approach for Solving the Modal Logic S5-Satisfiability Problem PDF
Thomas Caridroit, Jean-Marie Lagniez, Daniel Le Berre, Tiago de Lima, Valentin Montmirail
A BTP-Based Family of Variable Elimination Rules for Binary CSPs PDF
Achref El Mouelhi
Algorithms for Deciding Counting Quantifiers over Unary Predicates PDF
Marcelo Finger, Glauber De Bona
Maximum Model Counting PDF
Daniel J. Fremont, Markus N. Rabe, Sanjit A. Seshia
Phase Transitions for Scale-Free SAT Formulas PDF
Tobias Friedrich, Anton Krohmer, Ralf Rothenberger, Andrew M. Sutton
The Opacity of Backbones PDF
Lane A. Hemaspaandra, David E. Narváez
Between Subgraph Isomorphism and Maximum Common Subgraph PDF
Ruth Hoffmann, Ciaran McCreesh, Craig Reilly
Should Algorithms for Random SAT and Max-SAT Be Different? PDF
Sixue Liu, Gerard de Melo
Soft and Cost MDD Propagators PDF
Guillaume Perez, Jean-Charles Régin
Rigging Nearly Acyclic Tournaments Is Fixed-Parameter Tractable PDF
M. S. Ramanujan, Stefan Szeider
RQUERY: Rewriting Natural Language Queries on Knowledge Graphs to Alleviate the Vocabulary Mismatch Problem PDF
Saeedeh Shekarpour, Edgard Marx, Sören Auer, Amit Sheth
CoCoA: A Non-Iterative Approach to a Local Search (A)DCOP Solver PDF
Cornelis Jan van Leeuwen, Przemyslaw Pawelczak
Extending Compact-Table to Negative and Short Tables PDF
Hélène Verhaeghe, Christophe Lecoutre, Pierre Schaus
General Bounds on Satisfiability Thresholds for Random CSPs via Fourier Analysis PDF
Colin Wei, Stefano Ermon

Vision

Regularized Diffusion Process for Visual Retrieval PDF
Song Bai, Xiang Bai, Qi Tian, Longin Jan Latecki
Collective Deep Quantization for Efficient Cross-Modal Retrieval PDF
Yue Cao, Mingsheng Long, Jianmin Wang, Shichen Liu
Reference Based LSTM for Image Captioning PDF
Minghai Chen, Guiguang Ding, Sicheng Zhao, Hui Chen, Qiang Liu, Jungong Han
A Multi-Task Deep Network for Person Re-Identification PDF
Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang
VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem PDF
Ronald Clark, Sen Wang, Hongkai Wen, Andrew Markham, Niki Trigoni
Deep Correlated Metric Learning for Sketch-based 3D Shape Retrieval PDF
Guoxian Dai, Jin Xie, Fan Zhu, Yi Fang
Deep Manifold Learning of Symmetric Positive Definite Matrices with Application to Face Recognition PDF
Zhen Dong, Su Jia, Chi Zhang, Mingtao Pei, Yuwei Wu
Sherlock: Scalable Fact Learning in Images PDF
Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal
Robust Visual Tracking via Local-Global Correlation Filter PDF
Heng Fan, Jinhai Xiang
DECK: Discovering Event Composition Knowledge from Web Images for Zero-Shot Event Detection and Recounting in Videos PDF
Chuang Gan, Chen Sun, Ram Nevatia
Differentiating Between Posed and Spontaneous Expressions with Latent Regression Bayesian Network PDF
Quan Gan, Siqi Nie, Shangfei Wang, Qiang Ji
Active Video Summarization: Customized Summaries via On-line Interaction with the User PDF
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 PDF
Jun Guo, Hongyang Chao
Zero-Shot Recognition via Direct Classifier Learning with Transferred Samples and Pseudo Labels PDF
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 PDF
Emily M. Hand, Rama Chellappa
Weakly Supervised Learning of Part Selection Model with Spatial Constraints for Fine-Grained Image Classification PDF
Xiangteng He, Yuxin Peng
Video Recovery via Learning Variation and Consistency of Images PDF
Zhouyuan Huo, Shangqian Gao, Weidong Cai, Heng Huang
Nonnegative Orthogonal Graph Matching PDF
Bo Jiang, Jin Tang, Chris Ding, Bin Luo
Multi-Path Feedback Recurrent Neural Networks for Scene Parsing PDF
Xiaojie Jin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan
Detection and Recognition of Text Embedded in Online Images via Neural Context Models PDF
Chulmoo Kang, Gunhee Kim, Suk I. Yoo
Weakly Supervised Semantic Segmentation Using Superpixel Pooling Network PDF
Suha Kwak, Seunghoon Hong, Bohyung Han
Robust MIL-Based Feature Template Learning for Object Tracking PDF
Xiangyuan Lan, Pong C. Yuen, Rama Chellappa
Learning Patch-Based Dynamic Graph for Visual Tracking PDF
Chenglong Li, Liang Lin, Wangmeng Zuo, Jin Tang
Image Caption with Global-Local Attention PDF
Linghui Li, Sheng Tang, Lixi Deng, Yongdong Zhang, Qi Tian
Visual Object Tracking for Unmanned Aerial Vehicles: A Benchmark and New Motion Models PDF
Siyi Li, Dit-Yan Yeung
A Multiview-Based Parameter Free Framework for Group Detection PDF
Xuelong Li, Mulin Chen, Feiping Nie, Qi Wang
Weakly-Supervised Deep Nonnegative Low-Rank Model for Social Image Tag Refinement and Assignment PDF
Zechao Li, Jinhui Tang
TextBoxes: A Fast Text Detector with a Single Deep Neural Network PDF
Minghui Liao, Baoguang Shi, Xiang Bai, Xinggang Wang, Wenyu Liu
An Artificial Agent for Robust Image Registration PDF
Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu
Attention Correctness in Neural Image Captioning PDF
Chenxi Liu, Junhua Mao, Fei Sha, Alan Yuille
Boosting Complementary Hash Tables for Fast Nearest Neighbor Search PDF
Xianglong Liu, Cheng Deng, Yadong Mu, Zhujin Li
Localizing by Describing: Attribute-Guided Attention Localization for Fine-Grained Recognition PDF
Xiao Liu, Jiang Wang, Shilei Wen, Errui Ding, Yuanqing Lin
Video Captioning with Listwise Supervision PDF
Yuan Liu, Xue Li, Zhongchao Shi
Closing the Loop for Edge Detection and Object Proposals PDF
Yao Lu, Linda Shapiro
Learning Discriminative Activated Simplices for Action Recognition PDF
Chenxu Luo, Chang Ma, Chunyu Wang, Yizhou Wang
Non-Rigid Point Set Registration with Robust Transformation Estimation under Manifold Regularization PDF
Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou
Online Multi-Target Tracking Using Recurrent Neural Networks PDF
Anton Milan, S. Hamid Rezatofighi, Anthony Dick, Ian Reid, Konrad Schindler
Text-Guided Attention Model for Image Captioning PDF
Jonghwan Mun, Minsu Cho, Bohyung Han
Fully Convolutional Neural Networks with Full-Scale-Features for Semantic Segmentation PDF
Tianxiang Pan, Bin Wang, Guiguang Ding, Jun-Hai Yong
Title Learning Latent Subevents in Activity Videos Using Temporal Attention Filters PDF
A. J. Piergiovanni, Chenyou Fan, Michael S. Ryoo
Privacy-Preserving Human Activity Recognition from Extreme Low Resolution PDF
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 PDF
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 PDF
Xinhang Song, Luis Herranz, Shuqiang Jiang
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning PDF
Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke, Alexander A Alemi
Image Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity PDF
Zhiqiang Tao, Hongfu Liu, Huazhu Fu, Yun Fu
Quantifying and Detecting Collective Motion by Manifold Learning PDF
Qi Wang, Mulin Chen, Xuelong Li
Cross-View People Tracking by Scene-Centered Spatio-Temporal Parsing PDF
Yuanlu Xu, Xiaobai Liu, Lei Qin, Song-Chun Zhu
Unsupervised Learning of Multi-Level Descriptors for Person Re-Identification PDF
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 PDF
Arjun Yogeswaran, Pierre Payeur
Efficient Object Instance Search Using Fuzzy Objects Matching PDF
Tan Yu, Yuwei Wu, Sreyasee Bhattacharjee, Junsong Yuan
Face Hallucination with Tiny Unaligned Images by Transformative Discriminative Neural Networks PDF
Xin Yu, Fatih Porikli
Leveraging Video Descriptions to Learn Video Question Answering PDF
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 PDF
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 PDF
Muhannad Alomari, Paul Duckworth, David C. Hogg, Anthony G. Cohn
Analogical Chaining with Natural Language Instruction for Commonsense Reasoning PDF
Joseph A. Blass, Kenneth D. Forbus
Inductive Reasoning about Ontologies Using Conceptual Spaces PDF
Zied Bouraoui, Shoaib Jameel, Steven Schockaert
Integrating the Cognitive with the Physical: Musical Path Planning for an Improvising Robot PDF
Mason Bretan, Gil Weinberg
Imagined Visual Representations as Multimodal Embeddings PDF
Guillem Collell, Ted Zhang, Marie-Francine Moens
Goal Operations for Cognitive Systems PDF
Michael T. Cox, Dustin Dannenhauer, Sravya Kondrakunta
Combining Logical Abduction and Statistical Induction: Discovering Written Primitives with Human Knowledge PDF
Wang-Zhou Dai, Zhi-Hua Zhou
Reactive Versus Anticipative Decision Making in a Novel Gift-Giving Game PDF
Elias Fernández Domingos, Juan Carlos Burguillo, Tom Lenaerts
Towards Continuous Scientific Data Analysis and Hypothesis Evolution PDF
Yolanda Gil, Daniel Garijo, Varun Ratnakar, Rajiv Mayani, Ravali Adusumilli, Hunter Boyce, Arunima Srivastava, Parag Mallick
Flexible Model Induction through Heuristic Process Discovery PDF
Pat Langley, Adam Arvay
When Does Bounded-Optimal Metareasoning Favor Few Cognitive Systems? PDF
Smitha Milli, Falk Lieder, Thomas L. Griffiths
Scanpath Complexity: Modeling Reading Effort Using Gaze Information PDF
Abhijit Mishra, Diptesh Kanojia, Seema Nagar, Kuntal Dey, Pushpak Bhattacharyya
Identifying Useful Inference Paths in Large Commonsense Knowledge Bases by Retrograde Analysis PDF
Abhishek Sharma, Keith M. Goolsbey
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge PDF
Robert Speer, Joshua Chin, Catherine Havasi
Towards a Brain Inspired Model of Self-Awareness for Sociable Agents PDF
Budhitama Subagdja, Ah-Hwee Tan
Semantic Proto-Role Labeling PDF
Adam Teichert, Adam Poliak, Benjamin Van Durme, Matthew R. Gormley

Special Track on Computational Sustainability

Matrix Factorisation for Scalable Energy Breakdown PDF
Nipun Batra, Hongning Wang, Amarjeet Singh, Kamin Whitehouse
Regularization in Hierarchical Time Series Forecasting with Application to Electricity Smart Meter Data PDF
Souhaib Ben Taieb, Jiafan Yu, Mateus Neves Barreto, Ram Rajagopal
Maximizing the Probability of Arriving on Time: A Practical Q-Learning Method PDF
Zhiguang Cao, Hongliang Guo, Jie Zhang, Frans Oliehoek, Ulrich Fastenrath
Counting-Based Reliability Estimation for Power-Transmission Grids PDF
Leonardo Duenas-Osorio, Kuldeep S. Meel, Roger Paredes, Moshe Y. Vardi
Three New Algorithms to Solve N-POMDPs PDF
Yann Dujardin, Tom Dietterich, Iadine Chadès
Fine-Grained Car Detection for Visual Census Estimation PDF
Timnit Gebru, Jonathan Krause, Yilun Wang, Duyun Chen, Jia Deng, Li Fei-Fei
Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning PDF
Andre R. Goncalves, Arindam Banerjee, Fernando J. Von Zuben
Species Distribution Modeling of Citizen Science Data as a Classification Problem with Class-Conditional Noise PDF
Rebecca A. Hutchinson, Liqiang He, Sarah C. Emerson
Combining Satellite Imagery and Open Data to Map Road Safety PDF
Alameen Najjar, Shun’ichi Kaneko, Yoshikazu Miyanaga
Fast-Tracking Stationary MOMDPs for Adaptive Management Problems PDF
Martin Péron, Kai Helge Becker, Peter Bartlett, Iadine Chadès
Extracting Urban Microclimates from Electricity Bills PDF
Thuy Vu, D. Stott Parker
Robust Optimization for Tree-Structured Stochastic Network Design PDF
Xiaojian Wu, Akshat Kumar, Daniel Sheldon, Shlomo Zilberstein
Dynamic Optimization of Landscape Connectivity Embedding Spatial-Capture-Recapture Information PDF
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 PDF
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 PDF
Peng Dai, Femida Gwadry-Sridhar, Michael Bauer, Michael Borrie, Xue Teng
Mixed Discrete-Continuous Planning with Convex Optimization PDF
Enrique Fernandez-Gonzalez, Erez Karpas, Brian Williams
Integration of Planning with Recognition for Responsive Interaction Using Classical Planners PDF
Richard G. Freedman, Shlomo Zilberstein
Configuration Planning with Temporal Constraints PDF
Uwe Köckemann, Lars Karlsson
Learning to Predict Intent from Gaze During Robotic Hand-Eye Coordination PDF
Yosef Razin, Karen Feigh
Vision-Language Fusion for Object Recognition PDF
Sz-Rung Shiang, Stephanie Rosenthal, Anatole Gershman, Jaime Carbonell, Jean Oh
State Projection via AI Planning PDF
Shirin Sohrabi, Anton V. Riabov, Octavian Udrea
Building Task-Oriented Dialogue Systems for Online Shopping PDF
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 PDF
Debra T. Burhans, Karthik Dantu
Cornhole: A Widely-Accessible AI Robotics Task PDF
Nate Derbinsky, Tyler M. Frasca
A Summer Research Experience in Robotics PDF
Cindy M. Grimm, Alicia Lyman-Holt, William D. Smart
Creating Serious Robots That Improve Society PDF
Susan P. Imberman, Jean McManus, Gina Otts
Recovering Concept Prerequisite Relations from University Course Dependencies PDF
Chen Liang, Jianbo Ye, Zhaohui Wu, Bart Pursel, C. Lee Giles
Open-Ended Robotics Exploration Projects for Budding Researchers PDF
David R. Musicant, Abha Laddha, Tom Choi
Dude, Where's My Robot?: A Localization Challenge for Undergraduate Robotics PDF
Paul Ruvolo
A Monte Carlo Localization Assignment Using a Neato Vacuum with ROS PDF
Zuozhi Yang, Todd W. Neller
An Image Wherever You Look! Making Vision Just Another Sensor for AI/Robotics Projects PDF
Andy Zhang, John Lee, Ciante Jones, Zachary Dodds

EAAI Symposium Poster Papers

Application for AI-OCR Module: Auto Detection of Emails/Letter Images PDF
Kelsey Fargas, Bingjie Zhou, Elizabeth Staruk, Sheila Tejada
Exploring Artificial Intelligence Through Image Recognition PDF
Kelsey Fargas, Bingjie Zhou, Elizabeth Staruk, Sheila Tejada
Online SPARC for Drawing and Animation PDF
Elias Marcopoulos, Maede Rayatidamavandi, Crisel Suarez, Yuanlin Zhang
AI Projects for Computer Science Capstone Classes (Extended Abstract) PDF
Matthew E. Taylor, Sakire Arslan Ay

EAAI Model AI Assignments

Model AI Assignments 2017 PDF
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 PDF
David W. Aha, Alexandra Coman
Moral Decision Making Frameworks for Artificial Intelligence PDF
Vincent Conitzer, Walter Sinnott-Armstrong, Jana Schaich Borg, Yuan Deng, Max Kramer
Why Teaching Ethics to AI Practitioners Is Important PDF
Judy Goldsmith, Emanuelle Burton
Strategic Social Network Analysis PDF
Tomasz P. Michalak, Talal Rahwan, Michael Wooldridge
Getting More Out of the Exposed Structure in Constraint Programming Models of Combinatorial Problems PDF
Gilles Pesant

Senior Member Summary Talks

A Selected Summary of AI for Computational Sustainability PDF
Douglas H. Fisher
Explaining Ourselves: Human-Aware Constraint Reasoning PDF
Eugene C. Freuder
Multi-Robot Allocation of Tasks with Temporal and Ordering Constraints PDF
Maria Gini
Progress and Challenges in Research on Cognitive Architectures PDF
Pat Langley
Machine Learning for Entity Coreference Resolution: A Retrospective Look at Two Decades of Research PDF
Vincent Ng
Incidental Supervision: Moving beyond Supervised Learning PDF
Dan Roth
Latent Tree Analysis PDF
Nevin L. Zhang, Leonard K. M. Poon

Student Abstracts

Improving Performance of Analogue Readout Layers for Photonic Reservoir Computers with Online Learning PDF
Piotr Antonik, Marc Haelterman, Serge Massar
Chaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback PDF
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
Improving Greedy Best-First Search by Removing Unintended Search Bias (Extended Abstract) PDF
Masataro Asai, Alex Fukunaga
Frame-Based Ontology Alignment PDF
Luigi Asprino, Valentina Presutti, Aldo Gangemi, Paolo Ciancarini
Learning Options in Multiobjective Reinforcement Learning PDF
Rodrigo Cesar Bonini, Felipe Leno da Silva, Anna Helena Reali Costa
Towards User Personality Profiling from Multiple Social Networks PDF
Kseniya Buraya, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua
Semantic Inference of Bird Songs Using Dynamic Bayesian Networks PDF
Keisuke Daimon, Richard W. Hedley, Charles E. Taylor
An Advising Framework for Multiagent Reinforcement Learning Systems PDF
Felipe Leno da Silva, Ruben Glatt, Anna Helena Reali Costa
Android Malware Detection with Weak Ground Truth Data PDF
Jordan DeLoach, Doina Caragea, Xinming Ou
Discovering Conversational Dependencies between Messages in Dialogs PDF
Wenchao Du, Pascal Poupart, Wei Xu
Coordinating Human and Agent Behavior in Collective-Risk Scenarios PDF
Elias Fernández Domingos, Juan Carlos Burguillo, Ann Nowé, Tom Lenaerts
The Complexity of Succinct Elections PDF
Zack Fitzsimmons, Edith Hemaspaandra
A Position-Biased PageRank Algorithm for Keyphrase Extraction PDF
Corina Florescu, Cornelia Caragea
Robust Stable Marriage PDF
Begum Genc, Mohamed Siala, Barry O'Sullivan, Gilles Simonin
Handwriting Profiling Using Generative Adversarial Networks PDF
Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury
Policy Reuse in Deep Reinforcement Learning PDF
Ruben Glatt, Anna Helena Reali Costa
Grounded Action Transformation for Robot Learning in Simulation PDF
Josiah P. Hanna, Peter Stone
Bootstrapping with Models: Confidence Intervals for Off-Policy Evaluation PDF
Josiah P. Hanna, Peter Stone, Scott Niekum
Fast Electrical Demand Optimization Under Real-Time Pricing PDF
Shan He, Mark Wallace, Campbell Wilson, Ariel Liebman
SReN: Shape Regression Network for Comic Storyboard Extraction PDF
Zheqi He, Yafeng Zhou, Yongtao Wang, Zhi Tang
Cross-Domain Sentiment Classification via Topic-Related TrAdaBoost PDF
Xingchang Huang, Yanghui Rao, Haoran Xie, Tak-Lam Wong, Fu Lee Wang
A Deep Learning Approach for Arabic Caption Generation Using Roots-Words PDF
Vasu Jindal
Learning to Avoid Dominated Action Sequences in Planning for Black-Box Domains PDF
Yuu Jinnai, Alex Fukunaga
Kernelized Evolutionary Distance Metric Learning for Semi-Supervised Clustering PDF
Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui
Redesigning Stochastic Environments for Maximized Utility PDF
Sarah Keren, Avigdor Gal, Erez Karpas, Luis Pineda, Shlomo Zilberstein
Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes PDF
Taylor W. Killian, George Konidaris, Finale Doshi-Velez
Wikitop: Using Wikipedia Category Network to Generate Topic Trees PDF
Saravana Kumar, Prasath Rengarajan, Arockia Xavier Annie
Predicting Mortality of Intensive Care Patients via Learning about Hazard PDF
Dae Hyun Lee, Eric Horvitz
Rethinking the Link Prediction Problem in Signed Social Networks PDF
Xiaoming Li, Hui Fang, Jie Zhang
ATSUM: Extracting Attractive Summaries for News Propagation on Microblogs PDF
Fang Liu, Xiaojun Wan
A Systematic Practice of Judging the Success of a Robotic Grasp Using Convolutional Neural Network PDF
Hengshuang Liu, Pengcheng Ai, Junling Chen
Neuron Learning Machine for Representation Learning PDF
Jia Liu, Maoguo Gong, Qiguang Miao
Community-Based Question Answering via Contextual Ranking Metric Network Learning PDF
Hanqing Lu, Ming Kong
Auto-Annotation of 3D Objects via ImageNet PDF
Huan Luo, Cheng Wang, Jonathan Li
Semantic Interpretation of Social Network Communities PDF
Tushar Maheshwari, Aishwarya N. Reganti, Upendra Kumar, Tanmoy Chakraborty, Amitava Das
Extreme Gradient Boosting and Behavioral Biometrics PDF
Benjamin Manning
Plan Recognition Design PDF
Reuth Mirsky, Roni Stern, Ya'akov (Kobi) Gal, Meir Kalech
Automatically Extracting Axioms in Classical Planning PDF
Shuwa Miura, Alex Fukunaga
SEAPoT-RL: Selective Exploration Algorithm for Policy Transfer in RL PDF
Akshay Narayan, Zhuoru Li, Tze-Yun Leong
Coalition Structure Generation Utilizing Graphical Representation of Partition Function Games PDF
Kazuki Nomoto, Yuko Sakurai, Makoto Yokoo
Audio Feature Learning with Triplet-Based Embedding Network PDF
Xiaoyu Qi, Deshun Yang, Xiaoou Chen
A Finite Memory Automaton for Two-Armed Bernoulli Bandit Problems PDF
Ariel Rao
Semantic Representation Using Explicit Concept Space Models PDF
Walid Ahmed Shalaby, Wlodek Zadrozny
A Sampling Based Approach for Proactive Project Scheduling with Time-Dependent Duration Uncertainty PDF
Wen Song, Donghun Kang, Jie Zhang, Hui Xi
PAG2ADMG: A Novel Methodology to Enumerate Causal Graph Structures PDF
Nishant Subramani, Doug Downey
Preference Elicitation in DCOPs for Scheduling Devices in Smart Buildings PDF
Atena M. Tabakhi
Multimodal Fusion of EEG and Musical Features in Music-Emotion Recognition PDF
Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
Predicting User Roles from Computer Logs Using Recurrent Neural Networks PDF
Aaron Tuor, Samuel Kaplan, Brian Hutchinson, Nicole Nichols, Sean Robinson
Extracting Highly Effective Features for Supervised Learning via Simultaneous Tensor Factorization PDF
Sunny Verma, Wei Liu, Chen Wang, Liming Zhu
Hybridizing Interval Temporal Logics: The First Step PDF
Przemysław Andrzej Wałęga
Boosting for Real-Time Multivariate Time Series Classification PDF
Haishuai Wang, Jun Wu
Semantic Connection Based Topic Evolution PDF
Jiamiao Wang
Keyphrase Extraction with Sequential Pattern Mining PDF
Qingren Wang, Victor S. Sheng, Xindong Wu
Cycle-Based Singleton Local Consistencies PDF
Robert J. Woodward, Berthe Y. Choueiry, Christian Bessiere
Evolutionary Machine Learning for RTS Game StarCraft PDF
Lianlong Wu, Andrew Markham
Enhancing the Privacy of Predictors PDF
Ke Xu, Swair Shah, Tongyi Cao, Crystal Maung, Haim Schweitzer
Detecting Review Spammer Groups PDF
Min Yang, Ziyu Lu, Xiaojun Chen, Fei Xu
Attention Based LSTM for Target Dependent Sentiment Classification PDF
Min Yang, Wenting Tu, Jingxuan Wang, Fei Xu, Xiaojun Chen
Authorship Attribution with Topic Drift Model PDF
Min Yang, Dingju Zhu, Yong Tang, Jingxuan Wang
Participatory Art Museum: Collecting and Modeling Crowd Opinions PDF
Xiaoyu Zeng, Ruohan Zhang
High-Resolution Mobile Fingerprint Matching via Deep Joint KNN-Triplet Embedding PDF
Fandong Zhang, Jufu Feng
A Computational Assessment Model for the Adaptive Level of Rehabilitation Exergames for the Elderly PDF
Hao Zhang, Chunyan Miao, Han Yu, Cyril Leung
Natural Language Person Retrieval PDF
Tao Zhou, Jie Yu
User Modeling Using LSTM Networks PDF
Konrad Żołna, Bartłomiej Romański

Doctoral Consortium

Explainable Image Understanding Using Vision and Reasoning PDF
Somak Aditya
Problem Formulation for Accommodation Support in Plan-Based Interactive Narratives PDF
Adam Amos-Binks
An Evolutionary Algorithm Based Framework for Task Allocation in Multi-Robot Teams PDF
Muhammad Usman Arif
Accelerating Multiagent Reinforcement Learning through Transfer Learning PDF
Felipe Leno da Silva, Anna Helena Reali Costa
Improving Deep Reinforcement Learning with Knowledge Transfer PDF
Ruben Glatt, Anna Helena Reali Costa
Problems in Large-Scale Image Classification PDF
Yuchen Guo
Representations for Continuous Learning PDF
David Isele
Structured Prediction in Time Series Data PDF
Jia Li
A Supervised Sparse Learning Framework to Solve EEG Inverse Problem for Discriminative Activations Pattern PDF
Feng Liu
V for Verification: Intelligent Algorithm of Checking Reliability of Smart Systems PDF
Anna Lukina
Modelling Familiarity for Intelligent Personalized Social Mobilization PDF
Zhengxiang Pan
Transfer of Knowledge through Collective Learning PDF
Mohammad Rostami
Project Scheduling in Complex Business Environments PDF
Wen Song
Human-Like Spatial Reasoning Formalisms PDF
Przemyslaw Andrzej Walega
Joint Learning of Structural and Textual Features for Web Scale Event Extraction PDF
Julia Wiedmann
Scalable Nonparametric Tensor Analysis PDF
Shandian Zhe

What's Hot

SAT Competition 2016: Recent Developments PDF
Tomas Balyo, Marijn J. H. Heule, Matti Jarvisalo
What's Hot in Evolutionary Computation PDF
Tobias Friedrich, Frank Neumann
What's Hot in Case-Based Reasoning PDF
Ashok Goel, Belen Diaz-Agudo
Automated Negotiating Agents Competition (ANAC) PDF
Catholijn M. Jonker, Reyhan Aydogan, Tim Baarslag, Katsuhide Fujita, Takayuki Ito, Koen Hindriks
What's Hot in Constraint Programming PDF
Laurent D. Michel, Michel Rueher
What's Hot at CPAIOR (Extended Abstract) PDF
Claude-Guy Quimper
The State of the AIIDE Conference in 2017 PDF
Nathan R. Sturtevant, Brian Magerko

Demonstrations

Deep Music: Towards Musical Dialogue PDF
Mason Bretan, Sageev Oore, Jesse Engel, Douglas Eck, Larry Heck
AniDraw: When Music and Dance Meet Harmoniously PDF
Yaohua Bu, Tang Taoran, Jia Jia, Ma Zhiyuan, Wu Songyao, You Yuming
Arnold: An Autonomous Agent to Play FPS Games PDF
Devendra Singh Chaplot, Guillaume Lample
A Virtual Personal Fashion Consultant: Learning from the Personal Preference of Fashion PDF
Jingtian Fu, Yejun Liu, Jia Jia, Yihui Ma, Fanhang Meng, Huan Huang
Efficient Clinical Concept Extraction in Electronic Medical Records PDF
Yufan Guo, Deepika Kakrania, Tyler Baldwin, Tanveer Syeda-Mahmood
Integrating Verbal and Nonvebval Input into a Dynamic Response Spoken Dialogue System PDF
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 PDF
Lu Jiang, LiangLiang Cao, Yannis Kalantidis, Sachin Farfade, Alex Hauptmann
Sarcasm Suite: A Browser-Based Engine for Sarcasm Detection and Generation PDF
Aditya Joshi, Diptesh Kanojia, Pushpak Bhattacharyya, Mark Carman
An Event Reconstruction Tool for Conflict Monitoring Using Social Media PDF
Junwei Liang, Desai Fan, Han Lu, Poyao Huang, Jia Chen, Lu Jiang, Alexander Hauptmann
Webly-Supervised Learning of Multimodal Video Detectors PDF
Junwei Liang, Lu Jiang, Alexander Hauptmann
SenseRun: Real-Time Running Routes Recommendation towards Providing Pleasant Running Experiences PDF
Jiayu Long, Jia Jia, Han Xu
Natural Language Dialogue for Building and Learning Models and Structures PDF
Ian Perera, James F. Allen, Lucian Galescu, Choh Man Teng, Mark Burstein, Scott Friedman, David McDonald, Jeffrey Rye
From Semantic Models to Cognitive Buildings PDF
Joern Ploennigs, Anika Schumann


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