Publications


    Mcmc

      Lightweight Implementations of Probabilistic Programming Languages Via Transformational Compilation (pdf) (bibtex)


      D. Wingate, A. Stuhlmueller, N. D. Goodman:
      Proceedings of the 14th international conference on Artificial Intelligence and Statistics
      #probabilistic programming, #mcmc, #inference

      Multistability and Perceptual Inference (pdf) (bibtex)


      S.J. Gershman, E. Vul, J.B. Tenenbaum:
      Neural Computation
      #vision, #mcmc

      Theory learning as stochastic search in the language of thought (pdf) (bibtex)


      T. D. Ullman, N. D. Goodman and J. B. Tenenbaum:
      Cognitive Development
      #children, #theory learning, #intuitive theories, #mcmc, #search

      Theory acquisition as stochastic search (pdf) (bibtex)


      T. D. Ullman, N. D. Goodman and J. B. Tenenbaum:
      Proceedings of the Thirty-Second Annual Conference of the Cognitive Science Society
      #theory learning, #intuitive theories, #development, #mcmc

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