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Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces.

, , , and . AAAI, page 5306-5314. AAAI Press, (2020)

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Dynamic Shielding for Reinforcement Learning in Black-Box Environments., , , , , and . ATVA, volume 13505 of Lecture Notes in Computer Science, page 25-41. Springer, (2022)Exemplifying Parametric Timed Specifications over Signals with Bounded Behavior., , , and . NFM, volume 13260 of Lecture Notes in Computer Science, page 470-488. Springer, (2022)Decision Tree Learning in CEGIS-Based Termination Analysis., , and . CAV (2), volume 12760 of Lecture Notes in Computer Science, page 75-98. Springer, (2021)Abstract Interpretation with Infinitesimals: Towards Scalability in Nonstandard Static Analysis., , and . SNR@CAV, volume 37 of EPiC Series in Computing, page 11-22. EasyChair, (2015)Coinduction for Computation Structures and Programming Languages (NII Shonan Meeting 2013-11)., , and . NII Shonan Meet. Rep., (2013)Tail Probabilities for Randomized Program Runtimes via Martingales for Higher Moments., , and . CoRR, (2018)Categorical semantics for arrows., , and . J. Funct. Program., 19 (3-4): 403-438 (2009)Relational differential dynamic logic: poster abstract., , , , , and . HSCC, page 284-285. ACM, (2019)Tail Probabilities for Randomized Program Runtimes via Martingales for Higher Moments., , and . TACAS (2), volume 11428 of Lecture Notes in Computer Science, page 135-153. Springer, (2019)Coalgebraic Theory of Büchi and Parity Automata: Fixed-Point Specifications, Categorically (Invited Tutorial).. CONCUR, volume 118 of LIPIcs, page 5:1-5:2. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2018)