Applications
StructInf: Mining Structural Influence from Social Streams | |
Jing Zhang, Jie Tang, Yuanyi Zhong, Yuchen Mo, Juanzi Li, Guojie Song, Wendy Hall, Jimeng Sun |
Artificial Intelligence and the Web
Marrying Uncertainty and Time in Knowledge Graphs | |
Melisachew Wudage Chekol, Giuseppe Pirrò, Joerg Schoenfisch, Heiner Stuckenschmidt |
Understanding the Semantic Structures of Tables with a Hybrid Deep Neural Network Architecture | |
Kyosuke Nishida, Kugatsu Sadamitsu, Ryuichiro Higashinaka, Yoshihiro Matsuo |
Radon – Rapid Discovery of Topological Relations | |
Mohamed Ahmed Sherif, Kevin Dreßler, Panayiotis Smeros, Axel-Cyrille Ngonga Ngomo |
Web-Based Semantic Fragment Discovery for On-Line Lingual-Visual Similarity | |
Xiaoshuai Sun, Jiewei Cao, Chao Li, Lei Zhu, Heng Tao Shen |
Exploiting both Vertical and Horizontal Dimensions of Feature Hierarchy for Effective Recommendation | |
Zhu Sun, Jie Yang, Jie Zhang, Alessandro Bozzon |
Learning Visual Sentiment Distributions via Augmented Conditional Probability Neural Network | |
Jufeng Yang, Ming Sun, Xiaoxiao Sun |
Efficient Delivery Policy to Minimize User Traffic Consumption in Guaranteed Advertising | |
Jia Zhang, Zheng Wang, Qian Li, Jialin Zhang, Yanyan Lan, Qiang Li, Xiaoming Sun |
Cognitive Modeling and Cognitive Systems
An Integrated Model for Effective Saliency Prediction | |
Xiaoshuai Sun, Zi Huang, Hongzhi Yin, Heng Tao Shen |
Game Playing and Interactive Entertainment
The Efficiency of the HyperPlay Technique Over Random Sampling | |
Michael Schofield, Michael Thielscher |
Game Theory and Economic Paradigms
Automated Design of Robust Mechanisms | |
Michael Albert, Vincent Conitzer, Peter Stone |
Envy-Free Mechanisms with Minimum Number of Cuts | |
Reza Alijani, Majid Farhadi, Mohammad Ghodsi, Masoud Seddighin, Ahmad S. Tajik |
Strategic Signaling and Free Information Disclosure in Auctions | |
Shani Alkoby, David Sarne, Igal Milchtaich |
Algorithms for Max-Min Share Fair Allocation of Indivisible Chores | |
Haris Aziz, Gerhard Rauchecker, Guido Schryen, Toby Walsh |
A Study of Compact Reserve Pricing Languages | |
MohammadHossein Bateni, Hossein Esfandiary, Vahab Mirrokni, Saeed Seddighin |
Faster and Simpler Algorithm for Optimal Strategies of Blotto Game | |
Soheil Behnezhad, Sina Dehghani, Mahsa Derakhshan, MohammadTaghi Hajiaghayi, Saeed Seddighin |
Preference Elicitation For Participatory Budgeting | |
Gerdus Benade, Swaprava Nath, Ariel D. Procaccia, Nisarg Shah |
Exclusion Method for Finding Nash Equilibrium in Multiplayer Games | |
Kimmo Berg, Tuomas Sandholm |
Probably Approximately Efficient Combinatorial Auctions via Machine Learning | |
Gianluca Brero, Benjamin Lubin, Sven Seuken |
Multiwinner Approval Rules as Apportionment Methods | |
Markus Brill, Jean-Francois Laslier, Piotr Skowron |
Dynamic Thresholding and Pruning for Regret Minimization | |
Noam Brown, Christian Kroer, Tuomas Sandholm |
Winner Determination in Huge Elections with MapReduce | |
Theresa Csar, Martin Lackner, Reinhard Pichler, Emanuel Sallinger |
Approximation and Parameterized Complexity of Minimax Approval Voting | |
Marek Cygan, Łukasz Kowalik, Arkadiusz Socała, Krzysztof Sornat |
The Computational Complexity of Weighted Greedy Matching | |
Argyrios Deligkas, George B. Mertzios, Paul G. Spirakis |
Small Representations of Big Kidney Exchange Graphs | |
John P. Dickerson, Aleksandr M. Kazachkov, Ariel D. Procaccia, Tuomas Sandholm |
What Do Multiwinner Voting Rules Do? An Experiment Over the Two-Dimensional Euclidean Domain | |
Edith Elkind, Piotr Faliszewski, Jean-Francois Laslier, Piotr Skowron, Arkadii Slinko, Nimrod Talmon |
Engineering Agreement: The Naming Game with Asymmetric and Heterogeneous Agents | |
Jie Gao, Bo Li, Grant Schoenebeck, Fang-Yi Yu |
Optimal Pricing for Submodular Valuations with Bounded Curvature | |
Takanori Maehara, Yasushi Kawase, Hanna Sumita, Katsuya Tono, Ken-ichi Kawarabayashi |
Proportional Justified Representation | |
Luis Sánchez-Fernández, Edith Elkind, Martin Lackner, Norberto Fernández, Jesús A. Fisteus, Pablo Basanta Val, Piotr Skowron |
Achieving Sustainable Cooperation in Generalized Prisoner's Dilemma with Observation Errors | |
Fuuki Shigenaka, Tadashi Sekiguchi, Atsushi Iwasaki, Makoto Yokoo |
Mechanism Design for Multi-Type Housing Markets | |
Sujoy Sikdar, Sibel Adali, Lirong Xia |
Constrained Pure Nash Equilibria in Polymatrix Games | |
Sunil Simon, Dominik Wojtczak |
Axiomatic Characterization of Game-Theoretic Network Centralities | |
Oskar Skibski, Tomasz P. Michalak, Talal Rahwan |
Social Choice Under Metric Preferences: Scoring Rules and STV | |
Piotr Krzysztof Skowron, Edith Elkind |
Non-Additive Security Games | |
Sinong Wang, Fang Liu, Ness Shroff |
Randomized Mechanisms for Selling Reserved Instances in Cloud | |
Jia Zhang, Weidong Ma, Tao Qin, Xiaoming Sun, Tie-Yan Liu |
Heuristic Search and Optimization
Embedded Bandits for Large-Scale Black-Box Optimization | |
Abdullah Al-Dujaili, S. Suresh |
Reactive Dialectic Search Portfolios for MaxSAT | |
Carlos Ansótegui, Josep Pon, Meinolf Sellmann, Kevin Tierney |
Automatic Logic-Based Benders Decomposition with MiniZinc | |
Toby O. Davies, Graeme Gange, Peter J. Stuckey |
The Simultaneous Maze Solving Problem | |
Stefan Funke, Andre Nusser, Sabine Storandt |
Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates | |
Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine Annette Shoemaker |
Non-Monotone DR-Submodular Function Maximization | |
Tasuku Soma, Yuichi Yoshida |
Regret Ratio Minimization in Multi-Objective Submodular Function Maximization | |
Tasuku Soma, Yuichi Yoshida |
Value Compression of Pattern Databases | |
Nathan R. Sturtevant, Ariel Felner, Malte Helmert |
Human-Aware Artificial Intelligence
Collaborative Planning with Encoding of Users' High-Level Strategies | |
Joseph Kim, Christopher J. Banks, Julie A. Shah |
Human Computation and Crowd Sourcing
A Theoretical Analysis of First Heuristics of Crowdsourced Entity Resolution | |
Arya Mazumdar, Barna Saha |
Pairwise HITS: Quality Estimation from Pairwise Comparisons in Creator-Evaluator Crowdsourcing Process | |
Takeru Sunahase, Yukino Baba, Hisashi Kashima |
Humans and Artificial Intelligence
The Benefit in Free Information Disclosure When Selling Information to People | |
Shani Alkoby, David Sarne |
JAG: A Crowdsourcing Framework for Joint Assessment and Peer Grading | |
Igor Labutov, Christoph Studer |
Knowledge Representation and Reasoning
The Unusual Suspects: Deep Learning Based Mining of Interesting Entity Trivia from Knowledge Graphs | |
Nausheen Fatma, Manoj K. Chinnakotla, Manish Shrivastava |
Diagnosability Planning for Controllable Discrete Event Systems | |
Hassan Ibrahim, Philippe Dague, Alban Grastien, Lina Ye, Laurent Simon |
ProjE: Embedding Projection for Knowledge Graph Completion | |
Baoxu Shi, Tim Weninger |
Machine Learning Applications
ICU Mortality Prediction: A Classification Algorithm for Imbalanced Datasets | |
Sakyajit Bhattacharya, Vaibhav Rajan, Harsh Shrivastava |
GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering | |
Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu |
A Hybrid Collaborative Filtering Model with Deep Structure for Recommender Systems | |
Xin Dong, Lei Yu, Zhonghuo Wu, Yuxia Sun, Lingfeng Yuan, Fangxi Zhang |
Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton | |
Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao, Heng Tao Shen |
DeepFix: Fixing Common C Language Errors by Deep Learning | |
Rahul Gupta, Soham Pal, Aditya Kanade, Shirish Shevade |
Question Difficulty Prediction for READING Problems in Standard Tests | |
Zhenya Huang, Qi Liu, Enhong Chen, Hongke Zhao, Mingyong Gao, Si Wei, Yu Su, Guoping Hu |
Semi-Supervised Multi-View Correlation Feature Learning with Application to Webpage Classification | |
Xiao-Yuan Jing, Fei Wu, Xiwei Dong, Shiguang Shan, Songcan Chen |
ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems | |
DongSheng Li, Chao Chen, Qin Lv, Li Shang, Stephen M. Chu, Hongyuan Zha |
A Sparse Dictionary Learning Framework to Discover Discriminative Source Activations in EEG Brain Mapping | |
Feng Liu, Shouyi Wang, Jay Rosenberger, Jianzhong Su, Hanli Liu |
Enabling Dark Energy Science with Deep Generative Models of Galaxy Images | |
Siamak Ravanbakhsh, Francois Lanusse, Rachel Mandelbaum, Jeff Schneider, Barnabas Poczos |
Low-Rank Linear Cold-Start Recommendation from Social Data | |
Suvash Sedhain, Aditya Krishna Menon, Scott Sanner, Lexing Xie, Darius Braziunas |
Exploring Normalization in Deep Residual Networks with Concatenated Rectified Linear Units | |
Wenling Shang, Justin Chiu, Kihyuk Sohn |
Portfolio Selection via Subset Resampling | |
Weiwei Shen, Jun Wang |
Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks | |
Yinghuan Shi, Wenbin Li, Yang Gao, Longbing Cao, Dinggang Shen |
Fast Inverse Reinforcement Learning with Interval Consistent Graph for Driving Behavior Prediction | |
Masamichi Shimosaka, Junichi Sato, Kazuhito Takenaka, Kentarou Hitomi |
Neural Programming by Example | |
Chengxun Shu, Hongyu Zhang |
Multiset Feature Learning for Highly Imbalanced Data Classification | |
Fei Wu, Xiao-Yuan Jing, Shiguang Shan, Wangmeng Zuo, Jing-Yu Yang |
Machine Learning Methods
Scalable Optimization of Multivariate Performance Measures in Multi-instance Multi-label Learning | |
Apoorv Aggarwal, Sandip Ghoshal, Ankith M. S. Shetty, Suhit Sinha, Ganesh Ramakrishnan, Purushottam Kar, Prateek Jain |
Resource Constrained Structured Prediction | |
Tolga Bolukbasi, Kai-Wei Chang, Joseph Wang, Venkatesh Saligrama |
Robust Loss Functions under Label Noise for Deep Neural Networks | |
Aritra Ghosh, Himanshu Kumar, P. S. Sastry |
MPGL: An Efficient Matching Pursuit Method for Generalized LASSO | |
Dong Gong, Mingkui Tan, Yanning Zhang, Anton van den Hengel, Qinfeng Shi |
Bilateral k-Means Algorithm for Fast Co-Clustering | |
Junwei Han, Kun Song, Feiping Nie, Xuelong Li |
Learning Invariant Deep Representation for NIR-VIS Face Recognition | |
Ran He, Xiang Wu, Zhenan Sun, Tieniu Tan |
Tunable Sensitivity to Large Errors in Neural Network Training | |
Gil Keren, Sivan Sabato, Björn Schuller |
Structured Inference Networks for Nonlinear State Space Models | |
Rahul G. Krishnan, Uri Shalit, David Sontag |
Dynamic Action Repetition for Deep Reinforcement Learning | |
Aravind S. Lakshminarayanan, Sahil Sharma, Balaraman Ravindran |
Multivariate Hawkes Processes for Large-Scale Inference | |
Rémi Lemonnier, Kevin Scaman, Argyris Kalogeratos |
Accelerated Variance Reduced Stochastic ADMM | |
Yuanyuan Liu, Fanhua Shang, James Cheng |
Active Search for Sparse Signals with Region Sensing | |
Yifei Ma, Roman Garnett, Jeff Schneider |
Adaptive Proximal Average Approximation for Composite Convex Minimization | |
Li Shen, Wei Liu, Junzhou Huang, Yu-Gang Jiang, Shiqian Ma |
Random Features for Shift-Invariant Kernels with Moment Matching | |
Weiwei Shen, Zhihui Yang, Jun Wang |
Compressed K-Means for Large-Scale Clustering | |
Xiaobo Shen, Weiwei Liu, Ivor Tsang, Fumin Shen, Quan-Sen Sun |
Patch Reordering: A NovelWay to Achieve Rotation and Translation Invariance in Convolutional Neural Networks | |
Xu Shen, Xinmei Tian, Shaoyan Sun, Dacheng Tao |
Asymmetric Discrete Graph Hashing | |
Xiaoshuang Shi, Fuyong Xing, Kaidi Xu, Manish Sapkota, Lin Yang |
Spectral Clustering with Brainstorming Process for Multi-View Data | |
Jeong-Woo Son, Junkey Jeon, Alex Lee, Sun-Joong Kim |
Parameter Free Large Margin Nearest Neighbor for Distance Metric Learning | |
Kun Song, Feiping Nie, Junwei Han, Xuelong Li |
Multilinear Regression for Embedded Feature Selection with Application to fMRI Analysis | |
Xiaonan Song, Haiping Lu |
Distributed Negative Sampling for Word Embeddings | |
Stergios Stergiou, Zygimantas Straznickas, Rolina Wu, Kostas Tsioutsiouliklis |
Label-Free Supervision of Neural Networks with Physics and Domain Knowledge | |
Russell Stewart, Stefano Ermon |
Unsupervised Learning with Truncated Gaussian Graphical Models | |
Qinliang Su, Xuejun Liao, Chunyuan Li, Zhe Gan, Lawrence Carin |
Automatic Curriculum Graph Generation for Reinforcement Learning Agents | |
Maxwell Svetlik, Matteo Leonetti, Jivko Sinapov, Rishi Shah, Nick Walker, Peter Stone |
Policy Search with High-Dimensional Context Variables | |
Voot Tangkaratt, Herke van Hoof, Simone Parisi, Gerhard Neumann, Jan Peters, Masashi Sugiyama |
Selecting Sequences of Items via Submodular Maximization | |
Sebastian Tschiatschek, Adish Singla, Andreas Krause |
Relational Deep Learning: A Deep Latent Variable Model for Link Prediction | |
Hao Wang, Xingjian Shi, Dit-Yan Yeung |
Cleaning the Null Space: A Privacy Mechanism for Predictors | |
Ke Xu, Tongyi Cao, Swair Shah, Crystal Maung, Haim Schweitzer |
Multi-View Correlated Feature Learning by Uncovering Shared Component | |
Xiaowei Xue, Feiping Nie, Sen Wang, Xiaojun Chang, Bela Stantic, Min Yao |
SCOPE: Scalable Composite Optimization for Learning on Spark | |
Shen-Yi Zhao, Ru Xiang, Ying-Hao Shi, Peng Gao, Wu-Jun Li |
Parametric Dual Maximization for Non-Convex Learning Problems | |
Yuxun Zhou, Zhaoyi Kang, Costas J. Spanos |
Multiagent Systems
Kont: Computing Tradeoffs in Normative Multiagent Systems | |
Ozgur Kafali, Nirav Ajmeri, Munindar P. Singh |
Nurturing Group-Beneficial Information-Gathering Behaviors Through Above-Threshold Criteria Setting | |
Igor Rochlin, David Sarne, Maytal Bremer, Ben Grynhaus |
Natural Language Processing and Knowledge Representation
Prerequisite Skills for Reading Comprehension: Multi-Perspective Analysis of MCTest Datasets and Systems | |
Saku Sugawara, Hikaru Yokono, Akiko Aizawa |
Neural Machine Translation with Reconstruction | |
Zhaopeng Tu, Yang Liu, Lifeng Shang, Xiaohua Liu, Hang Li |
Natural Language Processing and Machine Learning
A Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media | |
Hangfeng He, Xu Sun |
Deterministic Attention for Sequence-to-Sequence Constituent Parsing | |
Chunpeng Ma, Lemao Liu, Akihiro Tamura, Tiejun Zhao, Eiichiro Sumita |
Incrementally Learning the Hierarchical Softmax Function for Neural Language Models | |
Hao Peng, Jianxin Li, Yangqiu Song, Yaopeng Liu |
Robsut Wrod Reocginiton via Semi-Character Recurrent Neural Network | |
Keisuke Sakaguchi, Kevin Duh, Matt Post, Benjamin Van Durme |
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation | |
Iulian Vlad Serban, Tim Klinger, Gerald Tesauro, Kartik Talamadupula, Bowen Zhou, Yoshua Bengio, Aaron Courville |
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues | |
Iulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, Laurent Charlin, Joelle Pineau, Aaron Courville, Yoshua Bengio |
Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation | |
Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu |
Semantic Parsing with Neural Hybrid Trees | |
Raymond Hendy Susanto, Wei Lu |
Variational Autoencoder for Semi-Supervised Text Classification | |
Weidi Xu, Haoze Sun, Chao Deng, Ying Tan |
BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings | |
Biao Zhang, Deyi Xiong, Jinsong Su |
Bilingual Lexicon Induction from Non-Parallel Data with Minimal Supervision | |
Meng Zhang, Haoruo Peng, Yang Liu, Huanbo Luan, Maosong Sun |
Natural Language Processing and Text Mining
Distant Supervision via Prototype-Based Global Representation Learning | |
Xianpei Han, Le Sun |
What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM | |
Linmei Hu, Juanzi Li, Liqiang Nie, Xiao-Li Li, Chao Shao |
Word Embedding Based Correlation Model for Question/Answer Matching | |
Yikang Shen, Wenge Rong, Nan Jiang, Baolin Peng, Jie Tang, Zhang Xiong |
Attentive Interactive Neural Networks for Answer Selection in Community Question Answering | |
Xiaodong Zhang, Sujian Li, Lei Sha, Houfeng Wang |
Planning and Scheduling
Bounding the Probability of Resource Constraint Violations in Multi-Agent MDPs | |
Frits de Nijs, Erwin Walraven, Mathijs M. de Weerdt, Matthijs T. J. Spaan |
Narrowing the Gap Between Saturated and Optimal Cost Partitioning for Classical Planning | |
Jendrik Seipp, Thomas Keller, Malte Helmert |
Incorporating Domain-Independent Planning Heuristics in Hierarchical Planning | |
Vikas Shivashankar, Ron Alford, David W. Aha |
Accelerated Vector Pruning for Optimal POMDP Solvers | |
Erwin Walraven, Matthijs T. J. Spaan |
When to Reset Your Keys: Optimal Timing of Security Updates via Learning | |
Zizhan Zheng, Ness B. Shroff, Prasant Mohapatra |
Reasoning under Uncertainty
Hindsight Optimization for Hybrid State and Action MDPs | |
Aswin Raghavan, Scott Sanner, Roni Khardon, Prasad Tadepalli, Alan Fern |
I See What You See: Inferring Sensor and Policy Models of Human Real-World Motor Behavior | |
Felix Schmitt, Hans-Joachim Bieg, Michael Herman, Constantin A. Rothkopf |
Solving Constrained Combinatorial Optimisation Problems via MAP Inference without High-Order Penalties | |
Zhen Zhang, Qinfeng Shi, Julian McAuley, Wei Wei, Yanning Zhang, Rui Yao, Anton van den Hengel |
Robotics
Grounded Action Transformation for Robot Learning in Simulation | |
Josiah P. Hanna, Peter Stone |
Dynamically Constructed (PO)MDPs for Adaptive Robot Planning | |
Shiqi Zhang, Piyush Khandelwal, Peter Stone |
Search and Constraint Satisfaction
Maximum Model Counting | |
Daniel J. Fremont, Markus N. Rabe, Sanjit A. Seshia |
Phase Transitions for Scale-Free SAT Formulas | |
Tobias Friedrich, Anton Krohmer, Ralf Rothenberger, Andrew M. Sutton |
Rigging Nearly Acyclic Tournaments Is Fixed-Parameter Tractable | |
M. S. Ramanujan, Stefan Szeider |
RQUERY: Rewriting Natural Language Queries on Knowledge Graphs to Alleviate the Vocabulary Mismatch Problem | |
Saeedeh Shekarpour, Edgard Marx, Sören Auer, Amit Sheth |
Extending Compact-Table to Negative and Short Tables | |
Hélène Verhaeghe, Christophe Lecoutre, Pierre Schaus |
Vision
DECK: Discovering Event Composition Knowledge from Web Images for Zero-Shot Event Detection and Recounting in Videos | |
Chuang Gan, Chen Sun, Ram Nevatia |
TextBoxes: A Fast Text Detector with a Single Deep Neural Network | |
Minghui Liao, Baoguang Shi, Xiang Bai, Xinggang Wang, Wenyu Liu |
Attention Correctness in Neural Image Captioning | |
Chenxi Liu, Junhua Mao, Fei Sha, Alan Yuille |
Video Captioning with Listwise Supervision | |
Yuan Liu, Xue Li, Zhongchao Shi |
Closing the Loop for Edge Detection and Object Proposals | |
Yao Lu, Linda Shapiro |
Online Multi-Target Tracking Using Recurrent Neural Networks | |
Anton Milan, S. Hamid Rezatofighi, Anthony Dick, Ian Reid, Konrad Schindler |
An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data | |
Sijie Song, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jiaying Liu |
Depth CNNs for RGB-D Scene Recognition: Learning from Scratch Better than Transferring from RGB-CNNs | |
Xinhang Song, Luis Herranz, Shuqiang Jiang |
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning | |
Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke, Alexander A Alemi |
Leveraging Video Descriptions to Learn Video Question Answering | |
Kuo-Hao Zeng, Tseng-Hung Chen, Ching-Yao Chuang, Yuan-Hong Liao, Juan Carlos Niebles, Min Sun |
Special Track on Cognitive Systems
Inductive Reasoning about Ontologies Using Conceptual Spaces | |
Zied Bouraoui, Shoaib Jameel, Steven Schockaert |
Towards Continuous Scientific Data Analysis and Hypothesis Evolution | |
Yolanda Gil, Daniel Garijo, Varun Ratnakar, Rajiv Mayani, Ravali Adusumilli, Hunter Boyce, Arunima Srivastava, Parag Mallick |
Identifying Useful Inference Paths in Large Commonsense Knowledge Bases by Retrograde Analysis | |
Abhishek Sharma, Keith M. Goolsbey |
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge | |
Robyn Speer, Joshua Chin, Catherine Havasi |
Towards a Brain Inspired Model of Self-Awareness for Sociable Agents | |
Budhitama Subagdja, Ah-Hwee Tan |
Special Track on Computational Sustainability
Matrix Factorisation for Scalable Energy Breakdown | |
Nipun Batra, Hongning Wang, Amarjeet Singh, Kamin Whitehouse |
Robust Optimization for Tree-Structured Stochastic Network Design | |
Xiaojian Wu, Akshat Kumar, Daniel Sheldon, Shlomo Zilberstein |
Special Track on Integrated Systems
Vision-Language Fusion for Object Recognition | |
Sz-Rung Shiang, Stephanie Rosenthal, Anatole Gershman, Jaime Carbonell, Jean Oh |
State Projection via AI Planning | |
Shirin Sohrabi, Anton V. Riabov, Octavian Udrea |
EAAI Symposium Full Papers
A Summer Research Experience in Robotics | |
Cindy M. Grimm, Alicia Lyman-Holt, William D. Smart |
EAAI Symposium Poster Papers
Application for AI-OCR Module: Auto Detection of Emails/Letter Images | |
Kelsey Fargas, Bingjie Zhou, Elizabeth Staruk, Sheila Tejada |
Exploring Artificial Intelligence Through Image Recognition | |
Kelsey Fargas, Bingjie Zhou, Elizabeth Staruk, Sheila Tejada |
Online SPARC for Drawing and Animation | |
Elias Marcopoulos, Maede Rayatidamavandi, Crisel Suarez, Yuanlin Zhang |
Senior Member Blue Sky
Moral Decision Making Frameworks for Artificial Intelligence | |
Vincent Conitzer, Walter Sinnott-Armstrong, Jana Schaich Borg, Yuan Deng, Max Kramer |
Student Abstracts
Learning Options in Multiobjective Reinforcement Learning | |
Rodrigo Cesar Bonini, Felipe Leno da Silva, Anna Helena Reali Costa |
An Advising Framework for Multiagent Reinforcement Learning Systems | |
Felipe Leno da Silva, Ruben Glatt, Anna Helena Reali Costa |
Robust Stable Marriage | |
Begum Genc, Mohamed Siala, Barry O'Sullivan, Gilles Simonin |
Grounded Action Transformation for Robot Learning in Simulation | |
Josiah P. Hanna, Peter Stone |
Bootstrapping with Models: Confidence Intervals for Off-Policy Evaluation | |
Josiah P. Hanna, Peter Stone, Scott Niekum |
Plan Recognition Design | |
Reuth Mirsky, Roni Stern, Ya'akov (Kobi) Gal, Meir Kalech |
Coalition Structure Generation Utilizing Graphical Representation of Partition Function Games | |
Kazuki Nomoto, Yuko Sakurai, Makoto Yokoo |
Semantic Representation Using Explicit Concept Space Models | |
Walid Ahmed Shalaby, Wlodek Zadrozny |
A Sampling Based Approach for Proactive Project Scheduling with Time-Dependent Duration Uncertainty | |
Wen Song, Donghun Kang, Jie Zhang, Hui Xi |
PAG2ADMG: A Novel Methodology to Enumerate Causal Graph Structures | |
Nishant Subramani, Doug Downey |
Keyphrase Extraction with Sequential Pattern Mining | |
Qingren Wang, Victor S. Sheng, Xindong Wu |
Enhancing the Privacy of Predictors | |
Ke Xu, Swair Shah, Tongyi Cao, Crystal Maung, Haim Schweitzer |
Doctoral Consortium
Project Scheduling in Complex Business Environments | |
Wen Song |
What's Hot
The State of the AIIDE Conference in 2017 | |
Nathan R. Sturtevant, Brian Magerko |
Demonstrations
AniDraw: When Music and Dance Meet Harmoniously | |
Yaohua Bu, Tang Taoran, Jia Jia, Ma Zhiyuan, Wu Songyao, You Yuming |
Efficient Clinical Concept Extraction in Electronic Medical Records | |
Yufan Guo, Deepika Kakrania, Tyler Baldwin, Tanveer Syeda-Mahmood |
From Semantic Models to Cognitive Buildings | |
Joern Ploennigs, Anika Schumann |
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