Publications


    Bayesian Model

      Consistent physics underlying ballistic motion prediction (pdf) (bibtex)


      Smith KA, Battaglia PW, Vul E:
      Proceedings of the 35th Annual Conference of the Cognitive Science Society
      #intuitive physics, #bayesian model

      Internal physics models guide probabilistic judgments about object dynamics (pdf) (bibtex)


      Hamrick JB, Battaglia PW, Tenenbaum JB:
      33rd Annual Conference of the Cognitive Science Society
      #intuitive physics, #bayesian model

      Exploiting compositionality to explore a large space of model structures (pdf) (bibtex)


      R. B. Grosse, R. Salakhutdinov, W. T. Freeman, J. B. Tenenbaum:
      Proceedings of the 28th Conference on Uncertainty in AI (UAI)
      #structure discovery, #unsupervised learning, #bayesian model

      Structure discovery in nonparametric regression through compositional kernel search (pdf) (bibtex)


      D. Duvenaud, J. R. Lloyd, R. B. Grosse, J. B. Tenenbaum, Z. Ghahramani:
      International Conference on Machine Learning
      #structure discovery, #unsupervised learning, #bayesian model

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