Publications

    Bayesian Model

  • Smith KA, Battaglia PW, Vul E:
    Consistent physics underlying ballistic motion prediction (pdf) (bibtex)
    Proceedings of the 35th Annual Conference of the Cognitive Science Society
    #intuitive physics, #bayesian model
    @article{SmithKA:2013:18706,
    author = {Smith KA and Battaglia PW and Vul E},
    journal = {Proceedings of the 35th Annual Conference of the Cognitive Science Society},
    title = { Consistent physics underlying ballistic motion prediction},
    year = {2013},
    keywords = {intuitive physics, bayesian model},
    doi = {},
    url = {http://web.mit.edu/~pbatt/www/publications/SmitBattVul13CogSci35.pdf}
    }
  • Hamrick JB, Battaglia PW, Tenenbaum JB:
    Internal physics models guide probabilistic judgments about object dynamics (pdf) (bibtex)
    33rd Annual Conference of the Cognitive Science Society
    #intuitive physics, #bayesian model
    @article{HamrickJB:2011:c46f3,
    author = {Hamrick JB and Battaglia PW and Tenenbaum JB},
    journal = {33rd Annual Conference of the Cognitive Science Society},
    title = { Internal physics models guide probabilistic judgments about object dynamics},
    year = {2011},
    keywords = {intuitive physics, bayesian model},
    doi = {},
    url = {http://web.mit.edu/~pbatt/www/publications/HamrBattTene11CogSci33.pdf}
    }
  • R. B. Grosse, R. Salakhutdinov, W. T. Freeman, J. B. Tenenbaum:
    Exploiting compositionality to explore a large space of model structures (pdf) (bibtex)
    Proceedings of the 28th Conference on Uncertainty in AI (UAI)
    #structure discovery, #unsupervised learning, #bayesian model
    @article{R.B.Grosse:2012:f3693,
    author = {R. B. Grosse and R. Salakhutdinov and W. T. Freeman and J. B. Tenenbaum},
    journal = {Proceedings of the 28th Conference on Uncertainty in AI (UAI)},
    title = {Exploiting compositionality to explore a large space of model structures},
    year = {2012},
    keywords = {structure discovery, unsupervised learning, bayesian model},
    doi = {},
    url = {http://people.csail.mit.edu/rgrosse/uai2012-matrix.pdf}
    }
  • D. Duvenaud, J. R. Lloyd, R. B. Grosse, J. B. Tenenbaum, Z. Ghahramani:
    Structure discovery in nonparametric regression through compositional kernel search (pdf) (bibtex)
    International Conference on Machine Learning
    #structure discovery, #unsupervised learning, #bayesian model
    @article{D.Duvenaud:2013:29ae2,
    author = {D. Duvenaud and J. R. Lloyd and R. B. Grosse and J. B. Tenenbaum and Z. Ghahramani},
    journal = {International Conference on Machine Learning},
    title = {Structure discovery in nonparametric regression through compositional kernel search},
    year = {2013},
    keywords = {structure discovery, unsupervised learning, bayesian model},
    doi = {},
    url = {http://people.csail.mit.edu/rgrosse/icml2013-gp.pdf}
    }

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