Empirical Inference
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}
}