Robust distillation for worst-class performance: on the interplay between teacher and student objectives

Serena Lutong Wang, Harikrishna Narasimhan, Yichen Zhou, Sara Hooker, Michal Lukasik, Aditya Krishna Menon. Robust distillation for worst-class performance: on the interplay between teacher and student objectives. In Robin J. Evans 0002, Ilya Shpitser, editors, Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA. Volume 216 of Proceedings of Machine Learning Research, pages 2237-2247, PMLR, 2023. [doi]

@inproceedings{WangNZHLM23,
  title = {Robust distillation for worst-class performance: on the interplay between teacher and student objectives},
  author = {Serena Lutong Wang and Harikrishna Narasimhan and Yichen Zhou and Sara Hooker and Michal Lukasik and Aditya Krishna Menon},
  year = {2023},
  url = {https://proceedings.mlr.press/v216/wang23e.html},
  researchr = {https://researchr.org/publication/WangNZHLM23},
  cites = {0},
  citedby = {0},
  pages = {2237-2247},
  booktitle = {Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA},
  editor = {Robin J. Evans 0002 and Ilya Shpitser},
  volume = {216},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}