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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