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cs.LO2021
Online Machine Learning Techniques for Coq: A Comparison
Liao Zhang, Lasse Blaauwbroek, Bartosz Piotrowski +3
We present a comparison of several online machine learning techniques for tactical learning and proving in the Coq proof assistant. This work builds on top of Tactician, a plugin f…
cs.LO2020
Stateful Premise Selection by Recurrent Neural Networks
Bartosz Piotrowski, Josef Urban
In this work, we develop a new learning-based method for selecting facts (premises) when proving new goals over large formal libraries. Unlike previous methods that choose sets of…