Machine learning from a continuous viewpoint, I

Author:

E Weinan,Ma Chao,Wu Lei

Publisher

Springer Science and Business Media LLC

Subject

General Mathematics

Reference66 articles.

1. Ambrosio L, Gigli N, Savaré G. Gradient Flows: In Metric Spaces and in the Space of Probability Measures. Berlin: Springer, 2008

2. Araújo D, Oliveira R I, Yukimura D. A mean-field limit for certain deep neural networks. arXiv:1906.00193, 2019

3. Arbel M, Korba A, Salim A, et al. Maximum mean discrepancy gradient flow. In: Advances in Neural Information Processing Systems. Cambridge: MIT Press, 2019, 6481–6491

4. Avelin B, Nyström K. Neural ODEs as the deep limit of ResNets with constant weights. arXiv:1906.12183, 2019

5. Bach F. Breaking the curse of dimensionality with convex neural networks. J Mach Learn Res, 2017, 18: 1–53

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