Imitating Deep Learning Dynamics via Locally Elastic Stochastic Differential Equations

Jiayao Zhang 0001, Hua Wang, Weijie J. Su. Imitating Deep Learning Dynamics via Locally Elastic Stochastic Differential Equations. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 6392-6403, 2021. [doi]

Abstract

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