女歌星 发表于 2025-3-23 12:46:31

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folliculitis 发表于 2025-3-23 15:28:47

Maximal Robust Neural Network Specifications via Oracle-Guided Numerical Optimization,5.1x than prior works. On a two-dimensional dataset, we show that the average diameter of its specifications is 93% of the optimal average diameter, whereas the diameter of prior works’ specifications is only 26%.

追逐 发表于 2025-3-23 20:51:28

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松软 发表于 2025-3-24 00:23:06

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DOLT 发表于 2025-3-24 02:24:12

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mastoid-bone 发表于 2025-3-24 08:20:50

,Solving Constrained Horn Clauses over Algebraic Data Types,tations that are recursion-free at the highest level and have function calls. We have implemented the approach in a new CHC solver called .. Our algorithm relies on an external automated theorem prover to conduct proofs by structural induction, as opposed to a black-box constrained solver. With two

Jacket 发表于 2025-3-24 12:32:42

,ARENA: Enhancing Abstract Refinement for Neural Network Verification,series of experiments. These experiments show that ARENA yields significantly better verification precision compared to the existing abstract-refinement-based tool DeepSRGR. It also identifies falsification by detecting adversarial examples, with reasonable execution efficiency. Lastly, it verifies

Hemiparesis 发表于 2025-3-24 14:55:09

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Clumsy 发表于 2025-3-24 22:45:40

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infantile 发表于 2025-3-25 02:41:26

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查看完整版本: Titlebook: Verification, Model Checking, and Abstract Interpretation; 24th International C Cezara Dragoi,Michael Emmi,Jingbo Wang Conference proceedin