Exact Optimization of Conformal Predictors via Incremental and Decremental Learning

Giovanni Cherubin, Konstantinos Chatzikokolakis 0001, Martin Jaggi. Exact Optimization of Conformal Predictors via Incremental and Decremental Learning. 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 1836-1845, PMLR, 2021. [doi]

@inproceedings{Cherubin0J21,
  title = {Exact Optimization of Conformal Predictors via Incremental and Decremental Learning},
  author = {Giovanni Cherubin and Konstantinos Chatzikokolakis 0001 and Martin Jaggi},
  year = {2021},
  url = {http://proceedings.mlr.press/v139/cherubin21a.html},
  researchr = {https://researchr.org/publication/Cherubin0J21},
  cites = {0},
  citedby = {0},
  pages = {1836-1845},
  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},
}