Distribution-Free Calibration Guarantees for Histogram Binning without Sample Splitting

Chirag Gupta, Aaditya Ramdas. Distribution-Free Calibration Guarantees for Histogram Binning without Sample Splitting. 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 3942-3952, PMLR, 2021. [doi]

@inproceedings{GuptaR21-3,
  title = {Distribution-Free Calibration Guarantees for Histogram Binning without Sample Splitting},
  author = {Chirag Gupta and Aaditya Ramdas},
  year = {2021},
  url = {http://proceedings.mlr.press/v139/gupta21b.html},
  researchr = {https://researchr.org/publication/GuptaR21-3},
  cites = {0},
  citedby = {0},
  pages = {3942-3952},
  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},
}