Performing Bayesian inference with exemplar models

  • Shi L
  • Feldman N
  • Griffiths T
  • 65

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Abstract

Probabilistic models have recently received much attention as accounts of human cognition. However, previous work has fo- cused on formulating the abstract problems behind cognitive tasks and their probabilistic solutions, rather than considering mechanisms that could ...

Author-supplied keywords

  • bayesian inference
  • ception
  • concept learning
  • der uncertainty
  • exemplar models
  • much of cognition and
  • perception involves inference un-
  • speech per-
  • the world to evaluate
  • using limited data from

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Authors

  • Lei Shi

  • Nh Feldman

  • Tl Griffiths

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