Stable Dynamic Parameter Adaption
Abstract
A stability criterion for dynamic parameter adaptation is given. In the case of the learning rate of backpropagation, a class of stable algorithms is presented and studied, including a convergence proof.
Cite
Text
Rüger. "Stable Dynamic Parameter Adaption." Neural Information Processing Systems, 1995.Markdown
[Rüger. "Stable Dynamic Parameter Adaption." Neural Information Processing Systems, 1995.](https://mlanthology.org/neurips/1995/ruger1995neurips-stable/)BibTeX
@inproceedings{ruger1995neurips-stable,
title = {{Stable Dynamic Parameter Adaption}},
author = {Rüger, Stefan M.},
booktitle = {Neural Information Processing Systems},
year = {1995},
pages = {225-231},
url = {https://mlanthology.org/neurips/1995/ruger1995neurips-stable/}
}