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Guy Katz

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  • VMCAI2 editions2024–2026

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titleconferencedate
Proof Minimization in Neural Network VerificationVMCAI 20262026-01-12
Algorithms that shrink unsat proofs from DNN verifiers by removing learned lemmas and unnecessary dependencies, implemented on the Marabou verifier and tested…
Talk on
Taming Reachability Analysis of DNN-Controlled Systems via Abstraction-Based Tr...VMCAI 20242024-01-15
Claims a simple engineering change: insert an abstraction layer maps reals to intervals so the network treats every interval as indistinguishable, train with…
Talk on
Towards a Certified Proof Checker for Deep Neural Network VerificationLOPSTR 20232023-10-23
A formally verified proof checker for deep neural network verification is implemented in Imandra and extracts to native OCaml, using Simplex proof certificates…
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