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]

@inproceedings{ShrotriNIM0V22,
  title = {Constraint-Driven Explanations for Black-Box ML Models},
  author = {Aditya A. Shrotri and Nina Narodytska and Alexey Ignatiev and Kuldeep S. Meel and João Marques-Silva 0001 and Moshe Y. Vardi},
  year = {2022},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/20805},
  researchr = {https://researchr.org/publication/ShrotriNIM0V22},
  cites = {0},
  citedby = {0},
  pages = {8304-8314},
  booktitle = {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},
  publisher = {AAAI Press},
  isbn = {978-1-57735-876-3},
}