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Bridging formal methods and machine learning with model checking and global optimisation.

, , , , , and . J. Log. Algebraic Methods Program., (February 2024)

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Customizable Reference Runtime Monitoring of Neural Networks using Resolution Boxes., , and . CoRR, (2021)Bridging formal methods and machine learning with model checking and global optimisation., , , , , and . J. Log. Algebraic Methods Program., (February 2024)What, Indeed, is an Achievable Provable Guarantee for Learning-Enabled Safety-Critical Systems., , , , , and . AISoLA, volume 14380 of Lecture Notes in Computer Science, page 55-76. Springer, (2023)Customizable Reference Runtime Monitoring of Neural Networks Using Resolution Boxes., , and . RV, volume 14245 of Lecture Notes in Computer Science, page 23-41. Springer, (2023)A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation., , , , , , , , , and 7 other author(s). CoRR, (2023)DeepAbstraction: 2-Level Prioritization for Unlabeled Test Inputs in Deep Neural Networks., , , and . AITest, page 64-71. IEEE, (2022)Towards Rigorous Design of OoD Detectors., , , and . CoRR, (2023)Continuous Engineering for Trustworthy Learning-Enabled Autonomous Systems., , , , , , , , , and 11 other author(s). AISoLA, volume 14380 of Lecture Notes in Computer Science, page 256-278. Springer, (2023)A digital twin prototype for traffic sign recognition of a learning-enabled autonomous vehicle., , , , , , , , and . PoEM Companion, volume 3645 of CEUR Workshop Proceedings, CEUR-WS.org, (2023)Computation of synchronizing sequences for a class of 1-place-unbounded synchronized Petri nets., , and . CoDIT, page 51-57. IEEE, (2018)