Stochastic Primal-Dual Method for Empirical Risk Minimization with O(1) Per-Iteration Complexity

Conghui Tan, Tong Zhang, Shiqian Ma, Ji Liu. Stochastic Primal-Dual Method for Empirical Risk Minimization with O(1) Per-Iteration Complexity. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 8376-8385, 2018. [doi]

Abstract

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