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11/27/2020
Connecting Context-specific Adaptation in Humans to Meta-learning
Cognitive control, the ability of a system to adapt to the demands of a ...
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01/26/2018
Recasting Gradient-Based Meta-Learning as Hierarchical Bayes
Meta-learning allows an intelligent agent to leverage prior learning epi...
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09/26/2013
Evaluating computational models of explanation using human judgments
We evaluate four computational models of explanation in Bayesian network...
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07/11/2012
The Author-Topic Model for Authors and Documents
We introduce the author-topic model, a generative model for documents th...
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06/27/2012
A Non-Parametric Bayesian Method for Inferring Hidden Causes
We present a non-parametric Bayesian approach to structure learning with...
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06/27/2012