Distribution-free binary classification: prediction sets, confidence intervals and calibration

Chirag Gupta, Aleksandr Podkopaev, Aaditya Ramdas. Distribution-free binary classification: prediction sets, confidence intervals and calibration. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

@inproceedings{GuptaPR20,
  title = {Distribution-free binary classification: prediction sets, confidence intervals and calibration},
  author = {Chirag Gupta and Aleksandr Podkopaev and Aaditya Ramdas},
  year = {2020},
  url = {https://proceedings.neurips.cc/paper/2020/hash/26d88423fc6da243ffddf161ca712757-Abstract.html},
  researchr = {https://researchr.org/publication/GuptaPR20},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual},
  editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria-Florina Balcan and Hsuan-Tien Lin},
}