Library learning for neurally-guided Bayesian program induction

Library learning for neurally-guided Bayesian program induction

Successful approaches to program induction require a hand-engineered domain-specific language (DSL), constraining the space of allowed programs and imparting prior knowledge of the domain. We contribute a program induction algorithm called EC 2 that learns a DSL while jointly training a neural netwo...

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Bibliographic Details
Main Authors: Ellis, Kevin M. (Author), Morales, Lucas E. (Author), Sable-Meyer, Mathias (Author), Solar Lezama, Armando (Author), Tenenbaum, Joshua B (Author)
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor), Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences (Contributor)
Format: Article
Language:English
Published: Curran Associates, 2019-07-11T20:40:16Z.
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