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PRIMA: general and precise neural network certification via scalable convex hull approximations.

, , , , and . Proc. ACM Program. Lang., 6 (POPL): 1-33 (2022)

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Effective abstractions for verification under relaxed memory models., , , and . Computer Languages, Systems & Structures, (2017)DP-Finder: Finding Differential Privacy Violations by Sampling and Optimization., , , , and . ACM Conference on Computer and Communications Security, page 508-524. ACM, (2018)Static serializability analysis for causal consistency., , , and . PLDI, page 90-104. ACM, (2018)Training Neural Machines with Trace-Based Supervision., , , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 3566-3574. PMLR, (2018)DL2: Training and Querying Neural Networks with Logic., , , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 1931-1941. PMLR, (2019)Automatic Verification of RMA Programs via Abstraction Extrapolation., , , , and . VMCAI, volume 10747 of Lecture Notes in Computer Science, page 47-70. Springer, (2018)Effective Abstractions for Verification under Relaxed Memory Models., , , and . VMCAI, volume 8931 of Lecture Notes in Computer Science, page 449-466. Springer, (2015)Effective race detection for event-driven programs., , and . OOPSLA, page 151-166. ACM, (2013)Scalable race detection for Android applications., , and . OOPSLA, page 332-348. ACM, (2015)CGCExplorer: a semi-automated search procedure for provably correct concurrent collectors., , , and . PLDI, page 456-467. ACM, (2007)