Articles with "implement bayesian" as a keyword



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Bayes and Darwin: How replicator populations implement Bayesian computations

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Published in 2022 at "BioEssays"

DOI: 10.1002/bies.202100255

Abstract: Bayesian learning theory and evolutionary theory both formalize adaptive competition dynamics in possibly high‐dimensional, varying, and noisy environments. What do they have in common and how do they differ? In this paper, we discuss structural… read more here.

Keywords: populations implement; replicator populations; darwin replicator; bayes darwin ... See more keywords
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From Probability to Consilience: How Explanatory Values Implement Bayesian Reasoning

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Published in 2020 at "Trends in Cognitive Sciences"

DOI: 10.1016/j.tics.2020.09.013

Abstract: Recent work in cognitive science has uncovered a diversity of explanatory values, or dimensions along which we judge explanations as better or worse. We propose a Bayesian account of these values that clarifies their function… read more here.

Keywords: implement bayesian; consilience explanatory; probability consilience; explanatory values ... See more keywords