Unsupervised Causal Binary Concepts Discovery with VAE for Black-Box Model Explanation

Thien Q. Tran, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma. Unsupervised Causal Binary Concepts Discovery with VAE for Black-Box Model Explanation. 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 9614-9622, AAAI Press, 2022. [doi]

@inproceedings{TranFAS22,
  title = {Unsupervised Causal Binary Concepts Discovery with VAE for Black-Box Model Explanation},
  author = {Thien Q. Tran and Kazuto Fukuchi and Youhei Akimoto and Jun Sakuma},
  year = {2022},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/21195},
  researchr = {https://researchr.org/publication/TranFAS22},
  cites = {0},
  citedby = {0},
  pages = {9614-9622},
  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},
}