Xiaoyu Li, Francesco Orabona. On the Convergence of Stochastic Gradient Descent with Adaptive Stepsizes. 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 983-992, PMLR, 2019. [doi]
Abstract is missing.