arXiv Open Access 2020

Lipschitz neural networks are dense in the set of all Lipschitz functions

Stephan Eckstein

Lihat Sumber

Abstrak

This note shows that, for a fixed Lipschitz constant $L > 0$, one layer neural networks that are $L$-Lipschitz are dense in the set of all $L$-Lipschitz functions with respect to the uniform norm on bounded sets.

Topik & Kata Kunci

stat.ML cs.LG math.NA

Penulis (1)

Stephan Eckstein

Format Sitasi

APA MLA BibTeX

Eckstein, S. (2020). Lipschitz neural networks are dense in the set of all Lipschitz functions. https://arxiv.org/abs/2009.13881

Akses Cepat

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Informasi Jurnal

Tahun Terbit: 2020
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓