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cs.AI2024
Causal Explanations for Image Classifiers
Hana Chockler, David A. Kelly, Daniel Kroening +1
Existing algorithms for explaining the output of image classifiers use different definitions of explanations and a variety of techniques to find them. However, none of the existing…
cs.LO2024
Neural Model Checking
Mirco Giacobbe, Daniel Kroening, Abhinandan Pal +1
We introduce a machine learning approach to model checking temporal logic, with application to formal hardware verification. Model checking answers the question of whether every ex…