Artificial Intelligence and the Web
| Building Contextual Anchor Text Representation using Graph Regularization | |
| Na Dai |
| Improved Convergence of Iterative Ontology Alignment using Block-Coordinate Descent | |
| Uthayasanker Thayasivam, Prashant Doshi |
Cognitive Systems
| A Multi-Domain Evaluation of Scaling in a General Episodic Memory | |
| Nate Derbinsky, Justin Li, John Laird |
| Functional Interactions Between Memory and Recognition Judgments | |
| Justin Li, Nate Derbinsky, John Laird |
Computational Sustainability and Artificial Intelligence
| A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring | |
| James H. Faghmous, Yashu Chamber, Shyam Boriah, Frode Vikebø, Stefan Liess, Michel dos Santos Mesquita, Vipin Kumar |
| Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks | |
| Neo D. Martinez, Perrine Tonnin, Barbara Bauer, Rosalyn C. Rael, Rahul Singh, Sangyuk Yoon, Ilmi Yoon, Jennifer A. Dunne |
| Prediction and Fault Detection of Environmental Signals with Uncharacterised Faults | |
| Michael Alan Osborne, Roman Garnett, Kevin Swersky, Nando de Freitas |
Constraints, Satisfiability, and Search
| Filtering Decomposable Global Cost Functions | |
| David Allouche, Christian Bessiere, Patrice Boizumault, Simon de Givry, Patricia Gutierrez, Samir Loudni, Jean-Philippe Métivier, Thomas Schiex |
| DUCT: An Upper Confidence Bound Approach to Distributed Constraint Optimization Problems | |
| Brammert Ottens, Christos Dimitrakakis, Boi Faltings |
| Trap Avoidance in Local Search Using Pseudo-Conflict Learning | |
| Duc Nghia Pham, Thach-Thao Duong, Abdul Sattar |
Knowledge-Based Information Systems
| Low-Rank Matrix Recovery via Efficient Schatten p-Norm Minimization | |
| Feiping Nie, Heng Huang, Chris Ding |
Knowledge Representation and Reasoning
| Ontology-Based Data Access with Dynamic TBoxes in DL-Lite | |
| Floriana Di Pinto, Giuseppe De Giacomo, Maurizio Lenzerini, Riccardo Rosati |
| Basing Decisions on Sentences in Decision Diagrams | |
| Yexiang Xue, Arthur Choi, Adnan Darwiche |
Machine Learning
| Adaptive Step-Size for Online Temporal Difference Learning | |
| William Dabney, Andrew G Barto |
| Clustering Documents Along Multiple Dimensions | |
| Sajib Dasgupta, Richard M. Golden, Vincent Ng |
| TD-DeltaPi: A Model-Free Algorithm for Efficient Exploration | |
| Bruno C. da Silva, Andrew G. Barto |
| Convex Kernelized Sorting | |
| Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic |
| Sparse Principal Component Analysis with Constraints | |
| Mihajlo Grbovic, Christopher Roger Dance, Slobodan Vucetic |
| Transfer Learning with Graph Co-Regularization | |
| Mingsheng Long, Jianmin Wang, Guiguang Ding, Dou Shen, Qiang Yang |
| Markov Network Structure Learning: A Randomized Feature Generation Approach | |
| Jan Van Haaren, Jesse Davis |
Multiagent Systems
| Housing Markets with Indifferences: A Tale of Two Mechanisms | |
| Haris Aziz, Bart de Keijzer |
| Eliminating the Weakest Link: Making Manipulation Intractable? | |
| Jessica Davies, Nina Narodytska, Toby Walsh |
| Dynamic Matching via Weighted Myopia with Application to Kidney Exchange | |
| John P. Dickerson, Ariel D. Procaccia, Tuomas Sandholm |
| Optimizing Payments in Dominant-Strategy Mechanisms for Multi-Parameter Domains | |
| Lachlan Thomas Dufton, Victor Naroditskiy, Maria Polukarov, Nicholas R. Jennings |
Multidisciplinary Topics
| Three Controversial Hypotheses Concerning Computation in the Primate Cortex | |
| Thomas Dean, Greg S. Corrado, Jonathon Shlens |
Reasoning about Plans, Processes, and Actions
| A Distributed Approach to Summarizing Spaces of Multiagent Schedules | |
| James Calvin Boerkoel Jr., Edmund H. Durfee |
Reasoning Under Uncertainty
| Exact Lifted Inference with Distinct Soft Evidence on Every Object | |
| Hung B. Bui, Tuyen N. Huynh, Rodrigo de Salvo Braz |
| Approximating the Sum Operation for Marginal-MAP Inference | |
| Qiang Cheng, Feng Chen, Jianwu Dong, Wenli Xu, Alexander Ihler |
| Search Algorithms for m Best Solutions for Graphical Models | |
| Rina Dechter, Natalia Flerova, Radu Marinescu |
| A Tractable First-Order Probabilistic Logic | |
| Pedro Domingos, William Austin Webb |
| Modeling Context Aware Dynamic Trust Using Hidden Markov Model | |
| Xin Liu, Anwitaman Datta |
| Conditioning in First-Order Knowledge Compilation and Lifted Probabilistic Inference | |
| Guy Van den Broeck, Jesse Davis |
Robotics
| Efficient Optimization of Control Libraries | |
| Debadeepta Dey, Tian Yu Liu, Boris Sofman, James Andrew Bagnell |
Spotlight
| PROTECT: An Application of Computational Game Theory for the Security of the Ports of the United States | |
| Eric Anyung Shieh, Bo An, Rong Yang, Milind Tambe, Craig Baldwin, Joseph DiRenzo, Ben Maule, Garrett Meyer |
Student Abstracts
| Exploiting Shared Resource Dependencies in Spectrum Based Plan Diagnosis | |
| Shekhar Gupta, Nico Roos, Cees Witteveen, Bob Price, Johan DeKleer |
| Threats and Trade-Offs in Resource Critical Crowdsourcing Tasks Over Networks | |
| Swaprava Nath, Pankaj Dayama, Dinesh Garg, Y. Narahari, James Zou |