Locally Valid and Discriminative Prediction Intervals for Deep Learning Models

Zhen Lin, Shubhendu Trivedi, Jimeng Sun. Locally Valid and Discriminative Prediction Intervals for Deep Learning Models. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 8378-8391, 2021. [doi]

@inproceedings{LinTS21-0,
  title = {Locally Valid and Discriminative Prediction Intervals for Deep Learning Models},
  author = {Zhen Lin and Shubhendu Trivedi and Jimeng Sun},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/46c7cb50b373877fb2f8d5c4517bb969-Abstract.html},
  researchr = {https://researchr.org/publication/LinTS21-0},
  cites = {0},
  citedby = {0},
  pages = {8378-8391},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}