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}
}
add/edit publications