Balanced Mini-batch Sampling for SGD Using Determinantal Point Processes

Cheng Zhang 0005, Hedvig Kjellström, Stephan Mandt. Balanced Mini-batch Sampling for SGD Using Determinantal Point Processes. In Gal Elidan, Kristian Kersting, Alexander T. Ihler, editors, Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, UAI 2017, Sydney, Australia, August 11-15, 2017. AUAI Press, 2017. [doi]

Abstract

Abstract is missing.