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Causal Induction Causal Induction
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Statistical Models of Language Statistical Models of Language
Nonparametric Bayesian Models Nonparametric Bayesian Models
Cultural Evolution and Iterated Learning Cultural Evolution and Iterated Learning

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By Lucas, C.
Causal Induction
Lucas, C. G., & Griffiths, T. L. (in press). Learning the form of causal relationships using hierarchical Bayesian models. Cognitive Science. (manuscript pdf)
Probabilistic Reasoning
Lucas, C., Griffiths, T. L., Xu, F., & Fawcett, C. (2009). A rational model of preference learning and choice prediction by children. Advances in Neural Information Processing Systems 21. (pdf)
Causal Induction
Similarity and Categorization
Griffiths, T. L., Lucas, C., Williams, J. J., & Kalish, M. L. (2009). Modeling human function learning with Gaussian processes. Advances in Neural Information Processing Systems 21. (pdf)

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