relativeflatnessandgeneralization
Experiments and implementations of the methods described in the paper "Relative Flatness and Generalization".
https://github.com/kampmichael/relativeflatnessandgeneralization
Science Score: 44.0%
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Repository
Experiments and implementations of the methods described in the paper "Relative Flatness and Generalization".
Basic Info
- Host: GitHub
- Owner: kampmichael
- License: apache-2.0
- Language: Python
- Default Branch: main
- Size: 446 KB
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- Stars: 8
- Watchers: 3
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Metadata Files
README.md
RelativeFlatnessAndGeneralization
This repository contains the code to compute the relative flatness measure and generalization bound described in the paper "Relative Flatness and Generalization" by Henning Petzka, Michael Kamp, Linara Adilova, Cristian Sminchisescu, Mario Boley. NeurIPS, 2021.
It also contains the code to reproduce the experiments in the paper.
If you use any of this code, please cite
Petzka, H., Kamp, M., Adilova, L., Sminchisescu, C., & Boley, M. (2021). Relative Flatness and Generalization. Advances in Neural Information Processing Systems, 34.
Bibtex:
bibtex
@inproceedings{petzka2021relative,
title={Relative Flatness and Generalization},
author={Petzka, Henning and Kamp, Michael and Adilova, Linara and Sminchisescu, Cristian and Boley, Mario},
booktitle={Advances in Neural Information Processing Systems},
publisher={Curran Associates, Inc.},
volume={34},
year={2021}
}
Owner
- Login: kampmichael
- Kind: user
- Website: michaelkamp.org
- Repositories: 9
- Profile: https://github.com/kampmichael
Citation (CITATION.cff)
authors:
- family-names: Adilova
given-names: Linara
orcid: "https://orcid.org/0000-0003-0689-6138"
- family-names: Kamp
given-names: Michael
orcid: "https://orcid.org/0000-0001-6231-0694"
- family-names: Petzka
given-names: Henning
cff-version: 1.2.0
message: "If you use this software, please cite the article from preferred-citation."
preferred-citation:
authors:
- family-names: Petzka
given-names: Henning
- family-names: Kamp
given-names: Michael
- family-names: Adilova
given-names: Linara
- family-names: Sminchisescu
given-names: Cristian
- family-names: Boley
given-names: Mario
title: "Relative Flatness and Generalization"
type: conference-paper
year: 2021
publisher: Curran Associates, Inc.
conference: Advances in Neural Information Processing Systems
title: "Relative Flatness and Generalization"
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