On the insufficiency of existing momentum schemes for Stochastic Optimization

Rahul Kidambi, Praneeth Netrapalli, Prateek Jain 0002, Sham M. Kakade. On the insufficiency of existing momentum schemes for Stochastic Optimization. In 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings. OpenReview.net, 2018. [doi]

Abstract

Abstract is missing.