Publications

    C. Kemp

  • C. Kemp, T. L. Griffiths, J. B. Tenenbaum:
    Discovering latent classes in relational data (pdf) (bibtex)
    MIT AI Memo

    @article{C.Kemp:2004:3640e,
    author = {C. Kemp and T. L. Griffiths and J. B. Tenenbaum},
    journal = {MIT AI Memo},
    title = {Discovering latent classes in relational data},
    year = {2004},
    keywords = {},
    doi = {},
    url = {http://web.mit.edu/~ckemp/www/papers/blockTR.pdf}
    }
  • C. Kemp, T. L Griffiths, S. Stromsten, J. B. Tenenbaum:
    Semi-supervised learning with trees (pdf) (bibtex)
    Advances in Neural Information Processing Systems 16.

    @article{C.Kemp:2004:1b63e,
    author = {C. Kemp and T. L Griffiths and S. Stromsten and J. B. Tenenbaum},
    journal = {Advances in Neural Information Processing Systems 16.},
    title = {Semi-supervised learning with trees},
    year = {2004},
    keywords = {},
    doi = {},
    url = {http://web.mit.edu/~ckemp/www/papers/treessl.pdf}
    }
  • P. Shafto, C. Kemp, L. Baraff, J. Coley, J. B. Tenenbaum:
    Context-sensitive induction (pdf) (bibtex)
    Proceedings of the Twenty-Seventh Annual Conference of the Cognitive Science Society.

    @article{P.Shafto:2005:148ca,
    author = {P. Shafto and C. Kemp and L. Baraff and J. Coley and J. B. Tenenbaum},
    journal = {Proceedings of the Twenty-Seventh Annual Conference of the Cognitive Science Society.},
    title = {Context-sensitive induction},
    year = {2005},
    keywords = {},
    doi = {},
    url = {http://web.mit.edu/cocosci/Papers/shaftoetal05.pdf}
    }
  • C. Kemp, A. Bernstein, J. B. Tenenbaum:
    A generative theory of similarity (pdf) (bibtex)
    Proceedings of the Twenty-Seventh Annual Conference of the Cognitive Science Society.

    @article{C.Kemp:2005:ab95b,
    author = {C. Kemp and A. Bernstein and J. B. Tenenbaum},
    journal = {Proceedings of the Twenty-Seventh Annual Conference of the Cognitive Science Society.},
    title = {A generative theory of similarity},
    year = {2005},
    keywords = {},
    doi = {},
    url = {http://www.mit.edu/~ckemp/papers/KempBT05.pdf}
    }
  • J. B. Tenenbaum, T. L. Griffiths, C. Kemp:
    Theory-based Bayesian models of inductive learning and reasoning (pdf) (bibtex)
    Trends in Cognitive Sciences, 10

    @article{J.B.Tenenbaum:2006:619f6,
    author = {J. B. Tenenbaum and T. L. Griffiths and C. Kemp},
    journal = {Trends in Cognitive Sciences, 10},
    title = {Theory-based Bayesian models of inductive learning and reasoning},
    year = {2006},
    keywords = {},
    doi = {},
    url = {http://web.mit.edu/cocosci/Papers/tics-theories-reprint.pdf}
    }
  • 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}
    }
  • C. Kemp, J. B. Tenenbaum, T. L. Griffiths, T. Yamada, N. Ueda:
    Learning systems of concepts with an infinite relational model. (pdf) (bibtex)
    Proceedings of the Twenty-First National Conference on Artificial Intelligence (AAAI-06)

    @article{C.Kemp:2006:53fd9,
    author = {C. Kemp and J. B. Tenenbaum and T. L. Griffiths and T. Yamada and N. Ueda},
    journal = {Proceedings of the Twenty-First National Conference on Artificial Intelligence (AAAI-06)},
    title = {Learning systems of concepts with an infinite relational model.},
    year = {2006},
    keywords = {},
    doi = {},
    url = {http://web.mit.edu/cocosci/Papers/Kemp-etal-AAAI06.pdf}
    }
  • P. Shafto, C. Kemp, V. Mansignhka, M. Gordon, J. B. Tenenbaum:
    Learning cross-cutting systems of categories. (pdf) (bibtex)
    Proceedings of the Twenty-Eighth Annual Conference of the Cognitive Science Society

    @article{P.Shafto:2006:de72c,
    author = {P. Shafto and C. Kemp and V. Mansignhka and M. Gordon and J. B. Tenenbaum},
    journal = {Proceedings of the Twenty-Eighth Annual Conference of the Cognitive Science Society},
    title = {Learning cross-cutting systems of categories.},
    year = {2006},
    keywords = {},
    doi = {},
    url = {http://web.mit.edu/cocosci/Papers/shafto_etal_cogsci06.pdf}
    }
  • L. A. Schmidt, C. Kemp, J. B. Tenenbaum:
    Nonsense and sensibility: Inferring unseen possibilities. (pdf) (bibtex)
    Proceedings of the Twenty-Eighth Annual Conference of the Cognitive Science Society

    @article{L.A.Schmidt:2006:eaf9a,
    author = {L. A. Schmidt and C. Kemp and J. B. Tenenbaum},
    journal = {Proceedings of the Twenty-Eighth Annual Conference of the Cognitive Science Society},
    title = {Nonsense and sensibility: Inferring unseen possibilities.},
    year = {2006},
    keywords = {},
    doi = {},
    url = {http://web.mit.edu/cocosci/Papers/SchmidtKempTenenbaum06.pdf}
    }
  • C. Kemp, A. Perfors, J. B. Tenenbaum:
    Learning overhypotheses. (pdf) (bibtex)
    Proceedings of the Twenty-Eighth Annual Conference of the Cognitive Science Society

    @article{C.Kemp:2006:287b7,
    author = {C. Kemp and A. Perfors and J. B. Tenenbaum},
    journal = {Proceedings of the Twenty-Eighth Annual Conference of the Cognitive Science Society},
    title = {Learning overhypotheses.},
    year = {2006},
    keywords = {},
    doi = {},
    url = {http://web.mit.edu/cocosci/Papers/KempPerforsTenenbaum06.pdf}
    }
  • J. B. Tenenbaum, C. Kemp, P. Shafto:
    Theory-based Bayesian models of inductive reasoning (pdf) (bibtex)
    Inductive reasoning.

    @article{J.B.Tenenbaum:2007:7d016,
    author = {J. B. Tenenbaum and C. Kemp and P. Shafto},
    journal = {Inductive reasoning.},
    title = {Theory-based Bayesian models of inductive reasoning},
    year = {2007},
    keywords = {},
    doi = {},
    url = {http://web.mit.edu/cocosci/Papers/tenenbaum-kemp-shafto-final.pdf}
    }
  • C. Kemp, N. D. Goodman, J. B. Tenenbaum:
    Learning causal schemata (pdf) (bibtex)
    Proceedings of the Twenty-Ninth Annual Conference of the Cognitive Science Society

    @article{C.Kemp:2007:4607e,
    author = {C. Kemp and N. D. Goodman and J. B. Tenenbaum},
    journal = {Proceedings of the Twenty-Ninth Annual Conference of the Cognitive Science Society},
    title = {Learning causal schemata},
    year = {2007},
    keywords = {},
    doi = {},
    url = {http://www.mit.edu/~ndg/papers/KempGT07.pdf}
    }
  • C. Kemp, P. Shafto, A. Berke, J. B. Tenenbaum:
    Combining causal and similarity-based reasoning (pdf) (bibtex)
    Advances in Neural Information Processing Systems 19

    @article{C.Kemp:2007:4d1d8,
    author = {C. Kemp and P. Shafto and A. Berke and J. B. Tenenbaum},
    journal = {Advances in Neural Information Processing Systems 19},
    title = {Combining causal and similarity-based reasoning},
    year = {2007},
    keywords = {},
    doi = {},
    url = {http://web.mit.edu/~ckemp/www/papers/KempSBT.pdf}
    }
  • C. Kemp, A. Perfors, J. B. Tenenbaum:
    Learning overhypotheses with hierarchical Bayesian models (pdf) (bibtex)
    Developmental Science 10

    @article{C.Kemp:2007:ade21,
    author = {C. Kemp and A. Perfors and J. B. Tenenbaum},
    journal = {Developmental Science 10},
    title = {Learning overhypotheses with hierarchical Bayesian models},
    year = {2007},
    keywords = {},
    doi = {},
    url = {http://web.mit.edu/cocosci/Papers/devsci07_kempetal.pdf}
    }
  • C. Kemp, N. D. Goodman, J. B. Tenenbaum:
    Learning and using relational theories (pdf) (bibtex)
    Advances in Neural Information Processing Systems 20
    #theories, #language of thought
    @article{C.Kemp:2008:bc9fb,
    author = {C. Kemp and N. D. Goodman and J. B. Tenenbaum},
    journal = {Advances in Neural Information Processing Systems 20},
    title = {Learning and using relational theories},
    year = {2008},
    keywords = {theories, language of thought},
    doi = {},
    url = {http://www.psy.cmu.edu/~ckemp/papers/kempgt07_paper.pdf}
    }
  • T. L. Griffiths, C. Kemp, J. B. Tenenbaum:
    Bayesian models of cognition (pdf) (bibtex)
    Cambridge Handbook of Computational Cognitive Modeling
    #chapter
    @article{T.L.Griffiths:2008:dd194,
    author = {T. L. Griffiths and C. Kemp and J. B. Tenenbaum},
    journal = {Cambridge Handbook of Computational Cognitive Modeling},
    title = {Bayesian models of cognition},
    year = {2008},
    keywords = {chapter},
    doi = {},
    url = {http://cocosci.berkeley.edu/tom/papers/bayeschapter.pdf}
    }
  • C. Kemp, J. B. Tenenbaum:
    The discovery of structural form (pdf) (bibtex)
    Proceedings of the National Academy of Sciences
    #cognitive development, #structure discovery, #unsupervised learning
    @article{C.Kemp:2008:eeacc,
    author = {C. Kemp and J. B. Tenenbaum},
    journal = {Proceedings of the National Academy of Sciences},
    title = {The discovery of structural form},
    year = {2008},
    keywords = {cognitive development, structure discovery, unsupervised learning},
    doi = {},
    url = {http://www.psy.cmu.edu/~ckemp/papers/kempt08.pdf}
    }
  • P. Shafto, C. Kemp, E. R. Baraff, J. Coley, J. B. Tenenbaum:
    Inductive reasoning about causally transmitted properties (pdf) (bibtex)
    Cognition
    #property induction, #inductive reasoning
    @article{P.Shafto:2008:49ac6,
    author = {P. Shafto and C. Kemp and E. R. Baraff and J. Coley and J. B. Tenenbaum},
    journal = {Cognition},
    title = {Inductive reasoning about causally transmitted properties},
    year = {2008},
    keywords = {property induction, inductive reasoning},
    doi = {},
    url = {http://louisville.edu/psychology/shafto/files/shaftoetal08.pdf}
    }
  • C. Kemp, J. B. Tenenbaum:
    Structured statistical models of inductive reasoning (pdf) (bibtex)
    Psychological Review
    #inductive reasoning
    @article{C.Kemp:2009:098d8,
    author = {C. Kemp and J. B. Tenenbaum},
    journal = {Psychological Review},
    title = {Structured statistical models of inductive reasoning},
    year = {2009},
    keywords = {inductive reasoning},
    doi = {},
    url = {http://web.mit.edu/cocosci/Papers/struct-stat-inpress.pdf}
    }
  • 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}
    }

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