Smarter Features, Simpler Learning?

Earlier work on machine learning for automated reasoning mostly relied on simple, syntactic features combined with sophisticated learning techniques. Using ideas adopted in the software verification community, we propose the investigation of more complex, structural features to learn from. These may...

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Bibliographic Details
Main Authors: Sarah Winkler, Georg Moser
Format: Article
Language:English
Published: Open Publishing Association 2019-12-01
Series:Electronic Proceedings in Theoretical Computer Science
Online Access:http://arxiv.org/pdf/1911.06578v2