A Geometric Structure of Acceleration and Its Role in Making Gradients Small Fast

Jongmin Lee, Chanwoo Park, Ernest K. Ryu. A Geometric Structure of Acceleration and Its Role in Making Gradients Small Fast. 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 11999-12012, 2021. [doi]

Abstract

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