Probabilistic Verification of Neural Networks Against Group Fairness

Bing Sun, Jun Sun 0001, Ting Dai, Lijun Zhang. Probabilistic Verification of Neural Networks Against Group Fairness. In Marieke Huisman, Corina S. Pasareanu, Naijun Zhan, editors, Formal Methods - 24th International Symposium, FM 2021, Virtual Event, November 20-26, 2021, Proceedings. Volume 13047 of Lecture Notes in Computer Science, pages 83-102, Springer, 2021. [doi]

Abstract

Abstract is missing.