Brian Milch

Brian Milch is a software engineer at Google's Santa Monica, CA office. He completed a B.S. in Symbolic Systems at Stanford University in 2000, and spent a year as an engineer at Google before entering the Ph.D. program in Computer Science at U.C. Berkeley. He received his Ph.D. in 2006. He then spent two years as a post-doctoral researcher at MIT before rejoining Google in 2008. His research interests are in machine learning and artificial intelligence, especially the combination of probabilistic and logical approaches. He was named one of the "10 to Watch in AI" by IEEE Intelligent Systems magazine in 2008.

Google Publications

Previous Publications

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    BLOG: Probabilistic Models with Unknown Objects

    Brian Milch, Bhaskara Marthi, Stuart J. Russell, David Sontag, Daniel L. Ong, Andrey Kolobov

    Probabilistic, Logical and Relational Learning (2005)

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    Identity Uncertainty and Citation Matching

    Hanna Pasula, Bhaskara Marthi, Brian Milch, Stuart J. Russell, Ilya Shpitser

    NIPS (2002), pp. 1401-1408

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    Multi-Agent Influence Diagrams for Representing and Solving Games

    Daphne Koller, Brian Milch

    IJCAI (2001), pp. 1027-1036

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    Probabilistic Models for Agents' Beliefs and Decisions

    Brian Milch, Daphne Koller

    UAI (2000), pp. 389-396

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    SPOOK: A system for probabilistic object-oriented knowledge representation

    Avi Pfeffer, Daphne Koller, Brian Milch, Ken T. Takusagawa

    UAI (1999), pp. 541-550