Constraint-Driven Explanations for Black-Box ML Models

Aditya A. Shrotri, Nina Narodytska, Alexey Ignatiev, Kuldeep S. Meel, João Marques-Silva 0001, Moshe Y. Vardi. Constraint-Driven Explanations for Black-Box ML Models. In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022. pages 8304-8314, AAAI Press, 2022. [doi]

Abstract

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