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Empirical Inference Conference Paper 2022

Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks

arXiv
Thumb ticker sm hennig lowres cropped
Probabilistic Numerics, Empirical Inference
Philipp Hennig
Affiliated Researcher

Author(s): Kristiadi, A. and Eschenhagen, R. and Hennig, P.
Links:
Book Title: Advances in Neural Information Processing Systems 35 (NeurIPS 2022)
Pages: 30333--30346
Year: 2022
Month: December
Editors: S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh
Publisher: Curran Associates, Inc.
Bibtex Type: Conference Paper (conference)
Event Name: 36th Annual Conference on Neural Information Processing Systems
Event Place: New Orleans Convention Center
State: Published
URL: https://proceedings.neurips.cc/paper_files/paper/2022/hash/c3f9c42965b7572d4f06ec0e983df0aa-Abstract-Conference.html
Electronic Archiving: grant_archive
Supplement: https://proceedings.neurips.cc/paper_files/paper/2022/file/c3f9c42965b7572d4f06ec0e983df0aa-Supplemental-Conference.pdf

BibTex 

@conference{KriEshHen22,
  title = {Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks},
  booktitle = {Advances in Neural Information Processing Systems 35 (NeurIPS 2022)},
  pages = {30333--30346},
  editors = {S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh},
  publisher = {Curran Associates, Inc.},
  month = dec,
  year = {2022},
  slug = {krieshhen22},
  author = {Kristiadi, A. and Eschenhagen, R. and Hennig, P.},
  url = {https://proceedings.neurips.cc/paper_files/paper/2022/hash/c3f9c42965b7572d4f06ec0e983df0aa-Abstract-Conference.html},
  month_numeric = {12}
}