Prediction-Oriented Bayesian Active Learning

Freddie Bickford Smith, Andreas Kirsch 0002, Sebastian Farquhar, Yarin Gal, Adam Foster 0001, Tom Rainforth. Prediction-Oriented Bayesian Active Learning. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 7331-7348, PMLR, 2023. [doi]

@inproceedings{Smith0FG0R23,
  title = {Prediction-Oriented Bayesian Active Learning},
  author = {Freddie Bickford Smith and Andreas Kirsch 0002 and Sebastian Farquhar and Yarin Gal and Adam Foster 0001 and Tom Rainforth},
  year = {2023},
  url = {https://proceedings.mlr.press/v206/smith23a.html},
  researchr = {https://researchr.org/publication/Smith0FG0R23},
  cites = {0},
  citedby = {0},
  pages = {7331-7348},
  booktitle = {International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain},
  editor = {Francisco J. R. Ruiz and Jennifer G. Dy and Jan-Willem van de Meent},
  volume = {206},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}