Do Bayesian Neural Networks Need To Be Fully Stochastic?

Mrinank Sharma, Sebastian Farquhar, Eric T. Nalisnick, Tom Rainforth. Do Bayesian Neural Networks Need To Be Fully Stochastic?. 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 7694-7722, PMLR, 2023. [doi]

@inproceedings{SharmaFNR23,
  title = {Do Bayesian Neural Networks Need To Be Fully Stochastic?},
  author = {Mrinank Sharma and Sebastian Farquhar and Eric T. Nalisnick and Tom Rainforth},
  year = {2023},
  url = {https://proceedings.mlr.press/v206/sharma23a.html},
  researchr = {https://researchr.org/publication/SharmaFNR23},
  cites = {0},
  citedby = {0},
  pages = {7694-7722},
  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},
}