Identification of Subgroups With Similar Benefits in Off-Policy Policy Evaluation

Ramtin Keramati, Omer Gottesman, Leo Anthony Celi, Finale Doshi-Velez, Emma Brunskill. Identification of Subgroups With Similar Benefits in Off-Policy Policy Evaluation. In Gerardo Flores, George H. Chen, Tom J. Pollard, Joyce C. Ho, Tristan Naumann, editors, Conference on Health, Inference, and Learning, CHIL 2022, 7-8 April 2022, Virtual Event. Volume 174 of Proceedings of Machine Learning Research, pages 397-410, PMLR, 2022. [doi]

@inproceedings{KeramatiGCDB22,
  title = {Identification of Subgroups With Similar Benefits in Off-Policy Policy Evaluation},
  author = {Ramtin Keramati and Omer Gottesman and Leo Anthony Celi and Finale Doshi-Velez and Emma Brunskill},
  year = {2022},
  url = {https://proceedings.mlr.press/v174/keramati22a.html},
  researchr = {https://researchr.org/publication/KeramatiGCDB22},
  cites = {0},
  citedby = {0},
  pages = {397-410},
  booktitle = {Conference on Health, Inference, and Learning, CHIL 2022, 7-8 April 2022, Virtual Event},
  editor = {Gerardo Flores and George H. Chen and Tom J. Pollard and Joyce C. Ho and Tristan Naumann},
  volume = {174},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}