Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization

Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Viveck R. Cadambe. Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 2545-2554, PMLR, 2019. [doi]

Abstract

Abstract is missing.