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Searching for the Approximation Method used to Perform rationaL inference by INdividuals and Groups

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Publications

REFRESH: A new approach to modeling dimensional biases in perceptual similarity and categorization.

Author(s): Adam N. Sanborn, Katherine Heller, Joseph L. Austerweil, Nick Chater
Published in: Psychological Review, 2021, ISSN 0033-295X
Publisher: American Psychological Association
DOI: 10.1037/rev0000310

Probabilistic Biases Meet the Bayesian Brain

Author(s): Nick Chater, Jian-Qiao Zhu, Jake Spicer, Joakim Sundh, Pablo León-Villagrá, Adam Sanborn
Published in: Current Directions in Psychological Science, 29/5, 2020, Page(s) 506-512, ISSN 0963-7214
Publisher: SAGE Publications
DOI: 10.1177/0963721420954801

A dilution effect without dilution: When missing evidence, not non-diagnostic evidence, is judged inaccurately

Author(s): Adam N. Sanborn, Takao Noguchi, James Tripp, Neil Stewart
Published in: Cognition, 196, 2020, Page(s) 104110, ISSN 0010-0277
Publisher: Elsevier BV
DOI: 10.1016/j.cognition.2019.104110

The Bayesian sampler: Generic Bayesian inference causes incoherence in human probability judgments.

Author(s): Jian-Qiao Zhu, Adam N. Sanborn, Nick Chater
Published in: Psychological Review, 2020, ISSN 0033-295X
Publisher: American Psychological Association
DOI: 10.1037/rev0000190

Clarifying the relationship between coherence and accuracy in probability judgments

Author(s): Zhu, Jian-Qiao, Newall, Philip W. S., Sundh, Joakim, Chater, Nick, Sanborn, Adam N.
Published in: Cognition, 223, 2022, Page(s) 105022, ISSN 0010-0277
Publisher: Elsevier BV
DOI: 10.1016/j.cognition.2022.105022

Local Sampling with Momentum Accounts for Human Random Sequence Generation

Author(s): Lucas Castillo, Pablo León-Villagrá, Nick Chater, and Adam Sanborn
Published in: Proceedings of the 43rd Annual Conference of the Cognitive Science Society, 2021
Publisher: Cognitive Science Society

Sampling as the human approximation to probabilistic inference

Author(s): Adam Sanborn, Jian-Qiao Zhu, Jake Spicer, Joakim Sundh, Pablo León-Villagrá, Nick Chater
Published in: Human-Like Machine Intelligence, 2021, ISBN 9780198862536
Publisher: Oxford University Press