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Induction and Inquiry via Probabilistic Reasoning over Language and Code

Piriyakulkij, Wasu Top et al.
arXiv (All) · Papers
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How humans grow and maintain abstract knowledge from the sparse, streaming noisy data of experience is a longstanding challenge in cognitive science. Any computational account must satisfy at least three desiderata: It must be (1) data-efficient and compute-efficient, (2) capture gradations of uncer
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