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Extracting Context-Free Grammars from Recurrent Neural Networks using Tree-Automata Learning and A* Search.

, , , , , , , , and . ICGI, volume 153 of Proceedings of Machine Learning Research, page 113-129. PMLR, (2021)

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Reachability in Distributed Memory Automata., , and . CSL, volume 183 of LIPIcs, page 13:1-13:16. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2021)Extracting Context-Free Grammars from Recurrent Neural Networks using Tree-Automata Learning and A* Search., , , , , , , , and . ICGI, volume 153 of Proceedings of Machine Learning Research, page 113-129. PMLR, (2021)Property-Directed Verification and Robustness Certification of Recurrent Neural Networks., , , , , , , , , and . ATVA, volume 12971 of Lecture Notes in Computer Science, page 364-380. Springer, (2021)Branch-Well-Structured Transition Systems and Extensions., , and . Log. Methods Comput. Sci., (2024)Local Parallel Model Checking for the Alternation-Free µ-Calculus., , and . SPIN, volume 2318 of Lecture Notes in Computer Science, page 128-147. Springer, (2002)Round- and context-bounded control of dynamic pushdown systems., , and . Formal Methods Syst. Des., 62 (1): 41-78 (June 2024)Parallel Model Checking for the Alternation Free µ-Calculus., , and . TACAS, volume 2031 of Lecture Notes in Computer Science, page 543-558. Springer, (2001)Realizability of Concurrent Recursive Programs., , and . FoSSaCS, volume 5504 of Lecture Notes in Computer Science, page 410-424. Springer, (2009)Non-Sequential Theory of Distributed Systems., and . CoRR, (2019)Bounded Reachability Problems Are Decidable in FIFO Machines., , and . CONCUR, volume 171 of LIPIcs, page 49:1-49:17. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2020)