Inductive program synthesis over noisy data

© 2020 Owner/Author. We present a new framework and associated synthesis algorithms for program synthesis over noisy data, i.e., data that may contain incorrect/corrupted input-output examples. This framework is based on an extension of finite tree automata called state-weighted finite tree automata...

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Bibliographic Details
Main Authors: Handa, S, Rinard, MC
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:English
Published: ACM 2021
Online Access:https://hdl.handle.net/1721.1/137501