Towards the Unification and Robustness of Perturbation and Gradient Based Explanations

Sushant Agarwal, Shahin Jabbari, Chirag Agarwal, Sohini Upadhyay, Steven Wu 0001, Himabindu Lakkaraju. Towards the Unification and Robustness of Perturbation and Gradient Based Explanations. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 110-119, PMLR, 2021. [doi]

@inproceedings{AgarwalJAU0L21,
  title = {Towards the Unification and Robustness of Perturbation and Gradient Based Explanations},
  author = {Sushant Agarwal and Shahin Jabbari and Chirag Agarwal and Sohini Upadhyay and Steven Wu 0001 and Himabindu Lakkaraju},
  year = {2021},
  url = {http://proceedings.mlr.press/v139/agarwal21c.html},
  researchr = {https://researchr.org/publication/AgarwalJAU0L21},
  cites = {0},
  citedby = {0},
  pages = {110-119},
  booktitle = {Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event},
  editor = {Marina Meila and Tong Zhang 0001},
  volume = {139},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}