Calibrated Prediction with Covariate Shift via Unsupervised Domain Adaptation

Sangdon Park, Osbert Bastani, James Weimer, Insup Lee. Calibrated Prediction with Covariate Shift via Unsupervised Domain Adaptation. In Silvia Chiappa, Roberto Calandra, editors, The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]. Volume 108 of Proceedings of Machine Learning Research, pages 3219-3229, PMLR, 2020. [doi]

@inproceedings{ParkBWL20,
  title = {Calibrated Prediction with Covariate Shift via Unsupervised Domain Adaptation},
  author = {Sangdon Park and Osbert Bastani and James Weimer and Insup Lee},
  year = {2020},
  url = {http://proceedings.mlr.press/v108/park20b.html},
  researchr = {https://researchr.org/publication/ParkBWL20},
  cites = {0},
  citedby = {0},
  pages = {3219-3229},
  booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
  editor = {Silvia Chiappa and Roberto Calandra},
  volume = {108},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}