Publications

    T. D. Ullman

  • J. McCoy, T. D. Ullman, A. Stuhlmueller, T. Gerstenberg, J. B. Tenenbaum:
    Why blame Bob? Probabilistic generative models, counterfactual reasoning, and blame attribution (pdf) (bibtex)
    Proceedings of the Thirty-Fourth Annual Conference of the Cognitive Science Society
    #counterfactuals, #blame attribution, #probabilistic models, #causal reasoning
    @article{J.McCoy:2012:73e9e,
    author = {J. McCoy and T. D. Ullman and A. Stuhlmueller and T. Gerstenberg and J. B. Tenenbaum},
    journal = {Proceedings of the Thirty-Fourth Annual Conference of the Cognitive Science Society},
    title = {Why blame Bob? Probabilistic generative models, counterfactual reasoning, and blame attribution},
    year = {2012},
    keywords = {counterfactuals, blame attribution, probabilistic models, causal reasoning},
    doi = {},
    url = {http://www.mit.edu/~ast/papers/blame-cogsci2012.pdf}
    }
  • J. K. Hamlin, T. D. Ullman, J. B. Tenenbaum, N. D. Goodman, C. L. Baker:
    The mentalistic basis of core social cognition: Experiments in preverbal infants and a computational model (web) (bibtex)
    Developmental Science
    #morality, #infants, #goal inference, #theory of mind, #inverse planning
    @article{J.K.Hamlin:2013:c9046,
    author = {J. K. Hamlin and T. D. Ullman and J. B. Tenenbaum and N. D. Goodman and C. L. Baker},
    journal = {Developmental Science},
    title = {The mentalistic basis of core social cognition: Experiments in preverbal infants and a computational model},
    year = {2013},
    keywords = {morality, infants, goal inference, theory of mind, inverse planning},
    doi = {},
    url = {http://onlinelibrary.wiley.com/doi/10.1111/desc.12017/abstract}
    }
  • T. D. Ullman, N. D. Goodman and J. B. Tenenbaum:
    Theory learning as stochastic search in the language of thought (pdf) (bibtex)
    Cognitive Development
    #children, #theory learning, #intuitive theories, #mcmc, #search
    @article{T.D.Ullman:2012:1b1b6,
    author = {T. D. Ullman and N. D. Goodman and J. B. Tenenbaum},
    journal = {Cognitive Development},
    title = { Theory learning as stochastic search in the language of thought},
    year = {2012},
    keywords = {children, theory learning, intuitive theories, mcmc, search},
    doi = {},
    url = {http://www.mit.edu/~tomeru/papers/tlss-final.pdf}
    }
  • N. D. Goodman, T. D. Ullman, and J. B. Tenenbaum:
    Learning a theory of causality (pdf) (bibtex)
    Proceedings of the Thirty-First Annual Conference of the Cognitive Science Society
    #causality, #theory learning, #causal networks
    @article{N.D.Goodman:2009:c52b4,
    author = {N. D. Goodman and T. D. Ullman and and J. B. Tenenbaum},
    journal = {Proceedings of the Thirty-First Annual Conference of the Cognitive Science Society},
    title = {Learning a theory of causality},
    year = {2009},
    keywords = {causality, theory learning, causal networks},
    doi = {},
    url = {http://www.stanford.edu/~ngoodman/papers/LTBC_v2.pdf}
    }
  • N. D. Goodman, T. D. Ullman, and J. B. Tenenbaum:
    Learning a theory of causality (pdf) (bibtex)
    Psychological review
    #causality, #theory learning, #causal networks
    @article{N.D.Goodman:2011:7e2b8,
    author = {N. D. Goodman and T. D. Ullman and and J. B. Tenenbaum},
    journal = {Psychological review},
    title = {Learning a theory of causality},
    year = {2011},
    keywords = {causality, theory learning, causal networks},
    doi = {},
    url = {http://www.stanford.edu/~ngoodman/papers/LTBC_psychreview_final.pdf}
    }
  • T. D. Ullman, N. D. Goodman and J. B. Tenenbaum:
    Theory acquisition as stochastic search (pdf) (bibtex)
    Proceedings of the Thirty-Second Annual Conference of the Cognitive Science Society
    #theory learning, #intuitive theories, #development, #mcmc
    @article{T.D.Ullman:2010:08551,
    author = {T. D. Ullman and N. D. Goodman and J. B. Tenenbaum},
    journal = {Proceedings of the Thirty-Second Annual Conference of the Cognitive Science Society},
    title = {Theory acquisition as stochastic search},
    year = {2010},
    keywords = {theory learning, intuitive theories, development, mcmc},
    doi = {},
    url = {http://web.mit.edu/tomeru/www/papers/tlss2010.pdf}
    }
  • T. Gerstenberg, T. D. Ullman, M. Kleiman-Weiner, D. A. Lagnado, J. B. Tenenbaum:
    Wins above replacement: Responsibility attributions as counterfactual replacements (pdf) (bibtex)
    Proceedings of the 36th Annual Conference of the Cognitive Science Society
    #responsibility, #attribution, #counterfactuals, #causality, #bayesian modeling, #theory of mind
    @article{T.Gerstenberg:2014:8eaf9,
    author = {T. Gerstenberg and T. D. Ullman and M. Kleiman-Weiner and D. A. Lagnado and J. B. Tenenbaum},
    journal = { Proceedings of the 36th Annual Conference of the Cognitive Science Society},
    title = {Wins above replacement: Responsibility attributions as counterfactual replacements},
    year = {2014},
    keywords = {responsibility, attribution, counterfactuals, causality, bayesian modeling, theory of mind},
    doi = {},
    url = {http://web.mit.edu/tger/www/papers/Wins%20above%20replacement%20(Gerstenberg%20et%20al,%202014).pdf}
    }

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