Improving Attribution Methods by Learning Submodular Functions

Piyushi Manupriya, Tarun Ram Menta, Sakethanath Nath Jagarlapudi, Vineeth N. Balasubramanian. Improving Attribution Methods by Learning Submodular Functions. In Gustau Camps-Valls, Francisco J. R. Ruiz, Isabel Valera, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. Volume 151 of Proceedings of Machine Learning Research, pages 2173-2190, PMLR, 2022. [doi]

@inproceedings{ManupriyaMJB22,
  title = {Improving Attribution Methods by Learning Submodular Functions},
  author = {Piyushi Manupriya and Tarun Ram Menta and Sakethanath Nath Jagarlapudi and Vineeth N. Balasubramanian},
  year = {2022},
  url = {https://proceedings.mlr.press/v151/manupriya22a.html},
  researchr = {https://researchr.org/publication/ManupriyaMJB22},
  cites = {0},
  citedby = {0},
  pages = {2173-2190},
  booktitle = {International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event},
  editor = {Gustau Camps-Valls and Francisco J. R. Ruiz and Isabel Valera},
  volume = {151},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}