- Query-Specific Learning and Inference for Probabilistic Graphical Models
Anton Chechetka
doctoral dissertation, tech. report CMU-RI-TR-11-18, Robotics Institute, Carnegie Mellon University, June, 2011
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- Focused Belief Propagation for Query-Specific Inference
Anton Chechetka and Carlos Ernesto Guestrin
International Conference on Artificial Intelligence and Statistics (AISTATS), May, 2010.
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- Insights into the Impact of Social Networks on Evolutionary Games
Anton Chechetka, Katia Sycara, and Paul Scerri
in A. Yang, Y. Shin (eds.) Application of Complex Adaptive Systems, IDEA Group Inc., , July, 2009,
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- Learning Thin Junction Trees via Graph Cuts
Dafna Shahaf, Anton Chechetka, and Carlos Ernesto Guestrin
Artificial Intelligence and Statistics (AISTATS), April, 2009.
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- Efficient Principled Learning of Thin Junction Trees
Anton Chechetka and Carlos Ernesto Guestrin
Advances in Neural Information Processing Systems (NIPS 2007), December, 2007.
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- Subjective Approximate Solutions for Decentralized POMDPs
Anton Chechetka and Katia Sycara
Autonomous Agents and Multi-Agent Systems, Honolulu, Hawaii, May, 2007.
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- Evolutionary Games and Social Networks in Adversary Reasoning
Katia Sycara, Paul Scerri, and Anton Chechetka
Proceedings of the International Conference on Complex Systems, Boston, Mass, June, 2006.
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- No-Commitment Branch and Bound Search for Distributed Constraint Optimization
Anton Chechetka and Katia Sycara
Proceedings of Fifth International Joint Conference on Autonomous Agents and Multi-Agent Systems, May, 2006, pp. 1427 - 1429.
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- An Any-space Algorithm for Distributed Constraint Optimization
Anton Chechetka and Katia Sycara
Proceedings of AAAI Spring Symposium on Distributed Plan and Schedule Management, March, 2006.
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- A Decentralized Variable Ordering Method for Distributed Constraint Optimization
Anton Chechetka and Katia Sycara
Proceedings of Fourth International Joint Conference on Autonomous Agents and Multi-Agent Systems, July, 2005.
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- A Decentralized Variable Ordering Method for Distributed Constraint Optimization
Anton Chechetka and Katia Sycara
tech. report CMU-RI-TR-05-18, Robotics Institute, Carnegie Mellon University, May, 2005
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