Publications

    V. K. Mansinghka

  • V. K. Mansinghka, C. Kemp, J. B. Tenenbaum, T. L. Griffiths:
    Structured priors for structure learning. (pdf) (bibtex)
    Proceedings of the Twenty-Second Conference on Uncertainty in Artificial Intelligence (UAI 2006)

    @article{V.K.Mansinghka:2006:8d66d,
    author = {V. K. Mansinghka and C. Kemp and J. B. Tenenbaum and T. L. Griffiths},
    journal = {Proceedings of the Twenty-Second Conference on Uncertainty in Artificial Intelligence (UAI 2006)},
    title = {Structured priors for structure learning.},
    year = {2006},
    keywords = {},
    doi = {},
    url = {http://cocosci.berkeley.edu/tom/papers/structure.pdf}
    }
  • M. Frank, S. Goldwater, T. L. Griffiths, V. K. Mansinghka, J. B. Tenenbaum:
    Modeling human performance in statistical word segmentation (bibtex)
    Proceedings of the Twenty-Ninth Annual Conference of the Cognitive Science Society

    @article{M.Frank:2007:0937b,
    author = {M. Frank and S. Goldwater and T. L. Griffiths and V. K. Mansinghka and J. B. Tenenbaum},
    journal = {Proceedings of the Twenty-Ninth Annual Conference of the Cognitive Science Society},
    title = {Modeling human performance in statistical word segmentation},
    year = {2007},
    keywords = {},
    doi = {},
    url = {}
    }
  • D. M. Roy, C. Kemp, V. K. Mansinghka, J. B. Tenenbaum:
    Learning annotated hierarchies from relational data (pdf) (bibtex)
    Advances in Neural Information Processing Systems 19
    #stochastic blockmodels, #annotated hierarchies, #hierachical
    @article{D.M.Roy:2007:273ef,
    author = {D. M. Roy and C. Kemp and V. K. Mansinghka and J. B. Tenenbaum},
    journal = {Advances in Neural Information Processing Systems 19},
    title = {Learning annotated hierarchies from relational data},
    year = {2007},
    keywords = {stochastic blockmodels, annotated hierarchies, hierachical},
    doi = {},
    url = {http://danroy.org/papers/RoyKemManTen-NIPS-2007.pdf}
    }
  • C. E. Freer, V. K. Mansinghka, D. M. Roy:
    When are probabilistic programs probably computationally tractable? (pdf) (bibtex)
    NIPS Workshop on Monte Carlo Methods for Modern Applications
    #probabilistic programming
    @article{C.E.Freer:2010:f8bd8,
    author = {C. E. Freer and V. K. Mansinghka and D. M. Roy},
    journal = {NIPS Workshop on Monte Carlo Methods for Modern Applications},
    title = {When are probabilistic programs probably computationally tractable? },
    year = {2010},
    keywords = {probabilistic programming},
    doi = {},
    url = {http://danroy.org/papers/FreerManRoy-NIPSMC-2010.pdf}
    }
  • N. D. Goodman, V. K. Mansinghka, D. M. Roy, K. Bonawitz, J. B. Tenenbaum:
    Church: a language for generative models (pdf) (bibtex)
    Uncertainty in Artificial Intelligence 2008
    #church, #probabilistic programming, #generative models
    @article{N.D.Goodman:2008:f5d3f,
    author = {N. D. Goodman and V. K. Mansinghka and D. M. Roy and K. Bonawitz and J. B. Tenenbaum},
    journal = {Uncertainty in Artificial Intelligence 2008},
    title = {Church: a language for generative models},
    year = {2008},
    keywords = {church, probabilistic programming, generative models},
    doi = {},
    url = {http://danroy.org/papers/church_GooManRoyBonTen-UAI-2008.pdf}
    }
  • V. K. Mansinghka, D. M. Roy, R. Rifkin, J. B. Tenenbaum:
    AClass: An online algorithm for generative classification (pdf) (bibtex)
    Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS07)
    #classification, #dirichlet process mixture, #particle filter
    @article{V.K.Mansinghka:2007:f870b,
    author = {V. K. Mansinghka and D. M. Roy and R. Rifkin and J. B. Tenenbaum},
    journal = {Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS07)},
    title = {AClass: An online algorithm for generative classification},
    year = {2007},
    keywords = {classification, dirichlet process mixture, particle filter},
    doi = {},
    url = {http://danroy.org/papers/ManRoyRifTen-AISTATS-2007.pdf}
    }
  • V. K. Mansinghka, D. M. Roy, E. Jonas, J. B. Tenenbaum:
    Exact and approximate sampling by systematic stochastic search (pdf) (bibtex)
    AISTATS 2009
    #inference
    @article{V.K.Mansinghka:2009:9e63d,
    author = {V. K. Mansinghka and D. M. Roy and E. Jonas and J. B. Tenenbaum},
    journal = {AISTATS 2009},
    title = {Exact and approximate sampling by systematic stochastic search},
    year = {2009},
    keywords = {inference},
    doi = {},
    url = {http://danroy.org/papers/ManRoyJonTen-AISTATS-2009.pdf}
    }

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