Convex Bounds on the Softmax Function with Applications to Robustness Verification

Dennis Wei, Haoze Wu 0001, Min Wu, Pin-Yu Chen, Clark W. Barrett, Eitan Farchi. Convex Bounds on the Softmax Function with Applications to Robustness Verification. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 6853-6878, PMLR, 2023. [doi]

@inproceedings{Wei0WCBF23,
  title = {Convex Bounds on the Softmax Function with Applications to Robustness Verification},
  author = {Dennis Wei and Haoze Wu 0001 and Min Wu and Pin-Yu Chen and Clark W. Barrett and Eitan Farchi},
  year = {2023},
  url = {https://proceedings.mlr.press/v206/wei23c.html},
  researchr = {https://researchr.org/publication/Wei0WCBF23},
  cites = {0},
  citedby = {0},
  pages = {6853-6878},
  booktitle = {International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain},
  editor = {Francisco J. R. Ruiz and Jennifer G. Dy and Jan-Willem van de Meent},
  volume = {206},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}