Self-Tuning Stochastic Optimization with Curvature-Aware Gradient Filtering

Ricky T. Q. Chen, Dami Choi, Lukas Balles, David Duvenaud, Philipp Hennig. Self-Tuning Stochastic Optimization with Curvature-Aware Gradient Filtering. In Jessica Zosa Forde, Francisco J. R. Ruiz, Melanie F. Pradier, Aaron Schein, editors, "I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual, December 12, 2020. Volume 137 of Proceedings of Machine Learning Research, pages 60-69, PMLR, 2020. [doi]

Abstract

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