Bozhena Bidyuk

Ph.D. research on Inference in Graphical Models at UCI with Prof. Rina Dechter as an advisor. After graduation, joined Google in 2006.

Google Publications

Previous Publications

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    Cutset Sampling for Bayesian Networks

    Bozhena Bidyuk, Rina Dechter

    JAIR, vol. 28 (2007), pp. 1-48

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    An Anytime Scheme for Bounding Posterior Beliefs

    Bozhena Bidyuk, Rina Dechter

    AAAI (2006)

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    Cutset Sampling with Likelihood Weighting

    Bozhena Bidyuk, Rina Dechter

    UAI, Morgan Kaufmann (2006)

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    Improving Bound Propagation

    Bozhena Bidyuk, Rina Dechter

    European Conference on AI (ECAI) (2006)

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    An Empirical Study of w-Cutset Sampling for Bayesian Networks

    Bozhena Bidyuk, Rina Dechter

    UAI, Morgan Kaufmann (2003), pp. 37-46

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    Cycle-Cutset Sampling for Bayesian Networks

    Bozhena Bidyuk, Rina Dechter

    Canadian Conference on AI (2003), pp. 297-312