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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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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)Philosophers May Dine - Definitively!, , and . IFM, volume 12546 of Lecture Notes in Computer Science, page 419-439. Springer, (2020)About Decisiveness of Dynamic Probabilistic Models., , and . CONCUR, volume 279 of LIPIcs, page 14:1-14:17. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2023)Active Prediction for Discrete Event Systems., , , and . FSTTCS, volume 182 of LIPIcs, page 48:1-48:16. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2020)Introducing Divergence for Infinite Probabilistic Models., , and . RP, volume 14235 of Lecture Notes in Computer Science, page 127-140. Springer, (2023)Automating Abstraction Computation of Hybrid Systems., , , and . CICM Workshops, volume 2307 of CEUR Workshop Proceedings, CEUR-WS.org, (2018)A Coloured Petri Nets Based Attack Tolerance Framework., , , , and . APSEC, page 159-168. IEEE, (2020)Diagnosability Analysis of Discrete Event Systems with Autonomous Components., and . ECAI, volume 215 of Frontiers in Artificial Intelligence and Applications, page 105-110. IOS Press, (2010)Analyzing Robustness of Angluin's L$^*$ Algorithm in Presence of Noise., , , , , , , and . Log. Methods Comput. Sci., (2024)