Nicolas Loizou, Sharan Vaswani, Issam Hadj Laradji, Simon Lacoste-Julien. Stochastic Polyak Step-size for SGD: An Adaptive Learning Rate for Fast Convergence. 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 1306-1314, PMLR, 2021. [doi]
Abstract is missing.