Online and Stochastic Universal Gradient Methods for Minimizing Regularized Hölder Continuous Finite Sums in Machine Learning

Ziqiang Shi, Rujie Liu. Online and Stochastic Universal Gradient Methods for Minimizing Regularized Hölder Continuous Finite Sums in Machine Learning. In Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu Bao Ho, David Cheung, Hiroshi Motoda, editors, Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I. Volume 9077 of Lecture Notes in Computer Science, pages 369-379, Springer, 2015. [doi]

Abstract

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