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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