Constant Step Size Stochastic Gradient Descent for Probabilistic Modeling

Dmitry Babichev, Francis Bach. Constant Step Size Stochastic Gradient Descent for Probabilistic Modeling. In Amir Globerson, Ricardo Silva, editors, Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, UAI 2018, Monterey, California, USA, August 6-10, 2018. pages 219-228, AUAI Press, 2018. [doi]

Abstract

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