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Foundations
Causal Induction
Probabilistic Reasoning
Similarity and Categorization
Statistical Models of Language
Nonparametric Bayesian Models
Cultural Evolution and Iterated Learning
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By Niyogi, S. | |
| Kemp, C., Tenenbaum, J.B., Niyogi, S., & Griffiths, T. L. (in press). A probabilistic model of theory formation. Cognition. (doi) |
| Tenenbaum, J. B., Griffiths, T. L., & Niyogi, S. (2007). Intuitive theories as grammars for causal inference. In A. Gopnik, & L. Schulz (Eds.), Causal learning: Psychology, philosophy, and computation. Oxford: Oxford University Press. (pdf) |