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., Morales, Lucas E., Sable-Meyer, Mathias, Solar Lezama, Armando, Tenenbaum, Joshua B
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:English
Published: Curran Associates 2019
Online Access:https://hdl.handle.net/1721.1/121592

Internet

https://hdl.handle.net/1721.1/121592

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