AI and Robotics
| Bounded Expectations for Discrepancy Detection in Goal-Driven Autonomy | |
| Mark A. Wilson, James McMahon, David W. Aha |
| Rethinking the Sense-Plan-Act Abstraction: A Model Attention and Selection Framework for Task-Relevant Estimation | |
| Lawson L. S. Wong |
Cognitive Computing for Augmented Human Intelligence
| Efficiently Retrieving Images that We Perceived as Similar | |
| Hui-Ju Katherine Chiang, Shih-Han Wang, Jane Yung-Jen Hsu |
| A Bayesian Approach to Determine Focus of Attention in Spatial and Time-Sensitive Decision Making Scenarios | |
| Yu-Ting Li, Juan Pablo Wachs |
| Saliency Detection within a Deep Convolutional Architecture | |
| Yuetan Lin, Shu Kong, Donghui Wang, Yueting Zhuang |
| Visual Entity Linking: A Preliminary Study | |
| Rebecka Weegar, Linus Hammarlund, Agnes Tegen, Magnus Oskarsson, Kalle Åström, Pierre Nugues |
Computer Poker and Imperfect Information
| Using Kullback-Leibler Divergence to Model Opponents in Poker | |
| Jiajia Zhang, Xuan Wang, Lin Yao, Jingpeng Li, Xuedong Shen |
Machine Learning for Interactive Systems
| An Automated Measure of MDP Similarity for Transfer in Reinforcement Learning | |
| Haitham Bou Ammar, Eric Eaton, Matthew E. Taylor, Decebal Constantin Mocanu, Kurt Driessens, Gerhard Weiss, Karl Tuyls |
Modern Artificial Intelligence for Health Analytics
| Organizers | |
| Byron Wallace |
| Preface | |
| Finale Doshi-Velez, David Kale, Byron Wallace, Jenna Wiens |
| Detection of Behavior Change in People with Depression | |
| Afsaneh Doryab, Jun Ki Min, Jason Wiese, John Zimmerman, Jason Hong |
| Transformed Representations for Convolutional Neural Networks in Diabetic Retinopathy Screening | |
| Gilbert Lim, Mong Li Lee, Wynne Hsu, Tien Yin Wong |
Multiagent Interaction without Prior Coordination
| An Application of Multiagent Learning in Highly Dynamic Environments | |
| Kyle Hollins Wray, Benjamin B. Thompson |
| A Distributed Communication Architecture for Dynamic Multiagent Systems | |
| Kyle Hollins Wray, Benjamin B. Thompson |
Multidisciplinary Workshop on Advances in Preference Handling
| Preface | |
| Darius Braziunas, Markus Endres, K. Brent Venable, Paul Weng, Lirong Xia |
| Computational Aspects of Multi-Winner Approval Voting | |
| Haris Aziz, Serge Gaspers, Joachim Gudmundsson, Simon Mackenzie, Nicholas Mattei, Toby Walsh |
| Fixing a Balanced Knockout Tournament | |
| Haris Aziz, Serge Gaspers, Simon Mackenzie, Nicholas Mattei, Paul Stursberg, Toby Walsh |
| Justified Representation in Approval-Based Committee Voting | |
| Haris Aziz, Toby Walsh |
| Controlling Elections by Replacing Candidates: Theoretical and Experimental Results | |
| Andrea Loreggia, Nina Narodytska, Francesca Rossi, K. Brent Venable, Toby Walsh |
Semantic Cities: Beyond Open Data to Models, Standards and Reasoning
| Exploiting Incremental Reasoning in Healthcare Based on Hadoop and Amazon Cloud | |
| Bo Liu, Liang Wu, Jianqiang Li, Ji-Jiang Yang |
| Allocation of Pre-Kindergarten Seats in New York City | |
| Ravi Shroff, Richard Dunks, Jeongki Lim, Haozhe Wang, Miguel Castro |
| Building Pattern with Open Web APIs in E-Governance | |
| Biplav Srivastava, Jim Laredo, Shao Chun Li, Florian Pinel, Daniel Williams, Fang Quan Xie, Chih Yuan, Blaine Dolph |
Sequential Decision Making with Big Data
| Matroid Bandits: Practical Large-Scale Combinatorial Bandits | |
| Branislav Kveton, Zheng Wen, Azin Ashkan, Hoda Eydgahi |
| Surprise and Curiosity for Big Data Robotics | |
| Adam White, Joseph Modayil, Richard S. Sutton |
| Integrating Representation Learning and Temporal Difference Learning: A Matrix Factorization Approach | |
| Martha White |
Statistical Relational AI
| Hierarchical Reasoning with Probabilistic Programming | |
| Brian E. Ruttenberg, Matthew P. Wilkins, Avi Pfeffer |
| Scalable Learning for Structure in Markov Logic Networks | |
| Zhengya Sun, Zhuoyu Wei, Jue Wang, Hongwei Hao |
| ProPPR: Efficient First-Order Probabilistic Logic Programming for Structure Discovery, Parameter Learning, and Scalable Inference | |
| William Yang Wang, Kathryn Mazaitis, William W Cohen |
The World Wide Web and Public Health Intelligence
| Exploring Health Topics in Chinese Social Media: An Analysis of Sina Weibo | |
| Shiliang Wang, Michael J. Paul, Mark Dredze |