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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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Formal Specification for Learning-Enabled Autonomous Systems., , , , , , and . NSV/FoMLAS@CAV, volume 13466 of Lecture Notes in Computer Science, page 131-143. Springer, (2022)Quantum speedup and limitations on matroid property problems., , and . Frontiers Comput. Sci., (August 2024)Numerical differentiation by integration., , and . Math. Comput., 83 (286): 789-807 (2014)An Overview of Verification and Validation Challenges for Inspection Robots., , , , , , , , , and 7 other author(s). Robotics, 10 (2): 67 (2021)BayLIME: Bayesian Local Interpretable Model-Agnostic Explanations., , , and . CoRR, (2020)Towards Relation-centered Pooling and Convolution for Heterogeneous Graph Learning Networks., , , , , , and . CoRR, (2022)MathAttack: Attacking Large Language Models Towards Math Solving Ability., , , , , , , , and . CoRR, (2023)Symplectic Structure-Aware Hamiltonian (Graph) Embeddings., , , and . CoRR, (2023)A game-based approximate verification of deep neural networks with provable guarantees., , , , and . Theor. Comput. Sci., (2020)An Epistemic Strategy Logic., and . ACM Trans. Comput. Log., 19 (4): 26:1-26:45 (2018)