Variance-Reduced Stochastic Gradient Descent on Streaming Data

Ellango Jothimurugesan, Ashraf Tahmasbi, Phillip B. Gibbons, Srikanta Tirthapura. Variance-Reduced Stochastic Gradient Descent on Streaming Data. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 9928-9937, 2018. [doi]

Abstract

Abstract is missing.