Stochastic Gradient Descent with Exponential Convergence Rates of Expected Classification Errors

Atsushi Nitanda, Taiji Suzuki. Stochastic Gradient Descent with Exponential Convergence Rates of Expected Classification Errors. In Kamalika Chaudhuri, Masashi Sugiyama, editors, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan. Volume 89 of Proceedings of Machine Learning Research, pages 1417-1426, PMLR, 2019. [doi]

Abstract

Abstract is missing.