Variational Linear Response
Abstract
A general linear response method for deriving improved estimates of cor- relations in the variational Bayes framework is presented. Three applica- tions are given and it is discussed how to use linear response as a general principle for improving mean field approximations.
Cite
Text
Opper and Winther. "Variational Linear Response." Neural Information Processing Systems, 2003.Markdown
[Opper and Winther. "Variational Linear Response." Neural Information Processing Systems, 2003.](https://mlanthology.org/neurips/2003/opper2003neurips-variational/)BibTeX
@inproceedings{opper2003neurips-variational,
title = {{Variational Linear Response}},
author = {Opper, Manfred and Winther, Ole},
booktitle = {Neural Information Processing Systems},
year = {2003},
pages = {1157-1164},
url = {https://mlanthology.org/neurips/2003/opper2003neurips-variational/}
}