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Developing Bug-Free Machine Learning Systems With Formal Mathematics.

, , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 3047-3056. PMLR, (2017)

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Symbolic Model Checking: 10^20 States and Beyond, , , , and . LICS, page 428-439. IEEE Computer Society, (1990)Automatic Technology Mapping for Generalized Fundamental-Mode Asynchronous Designs., , and . DAC, page 61-67. ACM Press, (1993)A Specification Methodology by a Collection of Compact Properties as Applied to the Intel® ItaniumTM Processor Bus Protocol., , and . CHARME, volume 2144 of Lecture Notes in Computer Science, page 340-354. Springer, (2001)Alternative Approaches to Hardware Verification (abstract).. CAV, volume 1633 of Lecture Notes in Computer Science, page 1. Springer, (1999)Checking for Language Inclusion Using Simulation Preorders., , and . CAV, volume 575 of Lecture Notes in Computer Science, page 255-265. Springer, (1991)The Murphi Verification System.. CAV, volume 1102 of Lecture Notes in Computer Science, page 390-393. Springer, (1996)The Theory of Timed Automata., and . REX Workshop, volume 600 of Lecture Notes in Computer Science, page 45-73. Springer, (1991)The Pathalyzer: A Tool for Analysis of Signal Transduction Pathways., , , , , and . Systems Biology and Regulatory Genomics, volume 4023 of Lecture Notes in Computer Science, page 11-22. Springer, (2005)Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks., , , , and . CAV (1), volume 10426 of Lecture Notes in Computer Science, page 97-117. Springer, (2017)Validity Checking for Combinations of Theories with Equality., , and . FMCAD, volume 1166 of Lecture Notes in Computer Science, page 187-201. Springer, (1996)