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Publications from CoCoSci

Here are some representative publications published by Cocosci members. For a more complete list, please go to the homepage of the individual authors.

Nonlinear dimensionality reduction

Separating style and content

Concept learning and generalization

  • Learning domain structures. Kemp, C. S., Perfors, A., and Tenenbaum, J. B. (2004). Proceedings of the Twenty-Sixth Annual Conference of the Cognitive Science Society.
  • Semi-supervised learning with trees. Kemp, C., Griffiths, T. L, Stromsten, S., and Tenenbaum, J. B. (in press). Advances in Neural Information Processing Systems 16.
  • Theory-based induction. Kemp, C. S. and Tenenbaum, J. B. (2003). Proceedings of the Twenty-Fifth Annual Conference of the Cognitive Science Society.

Learning Words

Learning and similarity

Probabilistic reasoning

Causal learning and inference