Verified Uncertainty Calibration

Ananya Kumar, Percy Liang, Tengyu Ma. Verified Uncertainty Calibration. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 3787-3798, 2019. [doi]

@inproceedings{KumarLM19,
  title = {Verified Uncertainty Calibration},
  author = {Ananya Kumar and Percy Liang and Tengyu Ma},
  year = {2019},
  url = {http://papers.nips.cc/paper/8635-verified-uncertainty-calibration},
  researchr = {https://researchr.org/publication/KumarLM19},
  cites = {0},
  citedby = {0},
  pages = {3787-3798},
  booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada},
  editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alché-Buc and Edward A. Fox and Roman Garnett},
}