LiVe 2019 - 3rd Workshop on Learning in Verification (LiVe 2019)

The success of machine learning has recently motivated researchers in formal methods to adapt the highly scalable learning methods to the verification setting, where correctness guarantees on the result are essential.
The aim of this workshop is to bring together researchers from the formal verification community that are developing approaches to exploit learning methods in verification as well as researchers from machine learning area interested in applications in verification and synthesis.
The topic includes any use of learning techniques to speed up or enhance verification, for example reinforcement learning in the analysis of complex systems, decision-tree learning for generating invariants of programs or computing small and understandable counterexamples and controllers, or the meta-usage for predicting best tools to be applied to a verification problem.
Organiser: Joost-Pieter Katoen, Jan Kretinsky