Empirische Inferenz Conference Paper 2024

Shaving Weights with Occam’s Razor: Bayesian Sparsification for Neural Networks using the Marginal Likelihood

Author(s): Dhahri, R. and Immer, A. and Charpentier, B. and Günnemann, S. and Fortuin, V.
Book Title: Advances in Neural Information Processing Systems 37 (NeurIPS 2024)
Volume: 37
Pages: 24959--24989
Year: 2024
Month: December
Editors: A. Globerson and L. Mackey and D. Belgrave and A. Fan and U. Paquet and J. Tomczak and C. Zhang
Publisher: Curran Associates, Inc.
Bibtex Type: Conference Paper (conference)
Event Name: 38th Annual Conference on Neural Information Processing Systems
Event Place: Vancouver, Canada
State: Published
URL: https://proceedings.neurips.cc/paper_files/paper/2024/file/2c572cad9ae98c5cb6f3fca040b2bc54-Paper-Conference.pdf

BibTex

@conference{Dhahrietal24,
  title = {Shaving Weights with Occam's Razor: Bayesian Sparsification for Neural Networks using the Marginal Likelihood},
  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024)},
  volume = {37},
  pages = {24959--24989},
  editors = {A. Globerson and L. Mackey and D. Belgrave and A. Fan and U. Paquet and J. Tomczak and C. Zhang},
  publisher = {Curran Associates, Inc.},
  month = dec,
  year = {2024},
  slug = {dhahrietal24},
  author = {Dhahri, R. and Immer, A. and Charpentier, B. and G{\"u}nnemann, S. and Fortuin, V.},
  url = {https://proceedings.neurips.cc/paper_files/paper/2024/file/2c572cad9ae98c5cb6f3fca040b2bc54-Paper-Conference.pdf},
  month_numeric = {12}
}