Exponential Convergence Rates of Classification Errors on Learning with SGD and Random Features

Shingo Yashima, Atsushi Nitanda, Taiji Suzuki. Exponential Convergence Rates of Classification Errors on Learning with SGD and Random Features. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 1954-1962, PMLR, 2021. [doi]

Abstract

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