AI and the Web
| Question/Answer Matching for CQA System via Combining Lexical and Sequential Information | |
| Yikang Shen, Wenge Rong, Zhiwei Sun, Yuanxin Ouyang, Zhang Xiong |
Computational Sustainability and AI
| Data Analysis and Optimization for (Citi)Bike Sharing | |
| Eoin O'Mahony, David B. Shmoys |
Game Theory and Economic Paradigms
| Computing Nash Equilibrium in Interdependent Defense Games | |
| Hau Chan, Luis Ortiz |
| The Complexity of Recognizing Incomplete Single-Crossing Preferences | |
| Edith Elkind, Piotr Faliszewski, Martin Lackner, Svetlana Obraztsova |
| The Pricing War Continues: On Competitive Multi-Item Pricing | |
| Omer Lev, Joel Oren, Craig Boutilier, Jeffrey S. Rosenschein |
| On the Convergence of Iterative Voting: How Restrictive Should Restricted Dynamics Be? | |
| Svetlana Obraztsova, Evangelos Markakis, Maria Polukarov, Zinovi Rabinovich, Nicholas R. Jennings |
| Analysis of Equilibria in Iterative Voting Schemes | |
| Zinovi Rabinovich, Svetlana Obraztsova, Omer Lev, Evangelos Markakis, Jeffrey S. Rosenschein |
Integrated Systems
| Game-Theoretic Approach for Non-Cooperative Planning | |
| Jaume Jordán, Eva Onaindia |
| Toward Mobile Robots Reasoning Like Humans | |
| Jean H Oh, Arne Suppé, Felix Duvallet, Abdeslam Boularias, Luis Navarro-Serment, Martial Hebert, Anthony Stentz, Jerry Vinokurov, Oscar Romero, Christian Lebiere, Robert Dean |
| Going Beyond Literal Command-Based Instructions: Extending Robotic Natural Language Interaction Capabilities | |
| Tom Williams, Gordon Briggs, Bradley Oosterveld, Matthias Scheutz |
Machine Learning Applications
| Algorithm Selection via Ranking | |
| Richard Jayadi Oentaryo, Stephanus Daniel Handoko, Hoong Chuin Lau |
Multiagent Systems
| Scalable Planning and Learning for Multiagent POMDPs | |
| Christopher Amato, Frans A Oliehoek |
NLP and Text Mining
| Generating Event Causality Hypotheses through Semantic Relations | |
| Chikara Hashimoto, Kentaro Torisawa, Julien Kloetzer, Jong-Hoon Oh |
Novel Machine Learning Algorithms
| An Adaptive Gradient Method for Online AUC Maximization | |
| Yi Ding, Peilin Zhao, Steven C. H. Hoi, Yew-Soon Ong |
| Probabilistic Attributed Hashing | |
| Mingdong Ou, Peng Cui, Jun Wang, Fei Wang, Wenwu Zhu |
| Bayesian Model Averaging Naive Bayes (BMA-NB): Averaging over an Exponential Number of Feature Models in Linear Time | |
| Ga Wu, Scott Sanner, Rodrigo F.S.C. Oliveira |
Planning and Scheduling
| Variable-Deletion Backdoors to Planning | |
| Martin Kronegger, Sebastian Ordyniak, Andreas Pfandler |
| Exploiting Submodular Value Functions for Faster Dynamic Sensor Selection | |
| Yash Satsangi, Shimon Whiteson, Frans A. Oliehoek |
Reasoning under Uncertainty
| Knowledge-Based Probabilistic Logic Learning | |
| Phillip Odom, Tushar Khot, Reid Porter, Sriraam Natarajan |
Student Abstracts
| Active Advice Seeking for Inverse Reinforcement Learning | |
| Phillip Odom, Sriraam Natarajan |
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