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All publications by Craig Boutilier
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Active Learning for Matching Problems
Laurent Charlin, Craig Boutilier and Richard S. Zemel
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Learning Mallows Models with Pairwise Preferences
Tyler Lu and Craig Boutilier
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Optimal Bayesian Recommendation Sets and Myopically Optimal Choice Query Sets
Paolo Viappiani and Craig Boutilier
Advances in Neural Information Processing Systems 23, 2010


Online feature elicitation in interactive optimization
Craig Boutilier, Kevin Regan and Paolo Viappiani
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


VDCBPI: an Approximate Scalable Algorithm for Large POMDPs
Pascal Poupart and Craig Boutilier
Advances in Neural Information Processing Systems 17, 2004


Bounded Finite State Controllers
Pascal Poupart and Craig Boutilier
Advances in Neural Information Processing Systems 16, 2003


Value-Directed Compression of POMDPs
Pascal Poupart and Craig Boutilier
Advances in Neural Information Processing Systems 15, 2002