Commonplace 发表于 2025-3-26 22:55:21
,A Preliminary Study to Examining Per-class Performance Bias via Robustness Distributions,of instances. We observed that the robustness of the same class over the same data can significantly differ from each other for different neural networks; this means that even when a neural network appears to be unbiased, it might be easier to perturb instances of a given class so that they are miscGREG 发表于 2025-3-27 02:39:15
Clover: ,sed-Loop ,ifiable Code Generation,vel of difficulty. Experimental results show that for this dataset: (i) LLMs are reasonably successful at automatically generating formal specifications; and (ii) our consistency checker achieves a promising acceptance rate (up to .) for correct instances while maintaining zero tolerance for adversaPericarditis 发表于 2025-3-27 07:41:27
0302-9743 uring July 2024...The scope of the topics was broadly categorized into two groups. The first group, formal methods for artificial intelligence, comprised: formal specifications for systems with AI components; formal methods for analyzing systems with AI components; formal synthesis methods of AI comvanquish 发表于 2025-3-27 11:58:44
Conference proceedings 2024plainability of systems with AI components. The second group, artificial intelligence for formal methods, comprised: AI methods for formal verification; AI methods for formal synthesis; AI methods for safe control; and AI methods for falsification..Indebted 发表于 2025-3-27 17:41:03
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