SGD without Replacement: Sharper Rates for General Smooth Convex Functions

Dheeraj Nagaraj, Prateek Jain 0002, Praneeth Netrapalli. SGD without Replacement: Sharper Rates for General Smooth Convex Functions. 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 4703-4711, PMLR, 2019. [doi]

Authors

Dheeraj Nagaraj

This author has not been identified. Look up 'Dheeraj Nagaraj' in Google

Prateek Jain 0002

This author has not been identified. Look up 'Prateek Jain 0002' in Google

Praneeth Netrapalli

This author has not been identified. Look up 'Praneeth Netrapalli' in Google