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Variance Reduction via Primal-Dual Accelerated Dual Averaging for Nonsmooth Convex Finite-Sums


Feb 26, 2021
Chaobing Song, Stephen J. Wright, Jelena Diakonikolas

* 32 pages, 18 figures 

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Fast Cyclic Coordinate Dual Averaging with Extrapolation for Generalized Variational Inequalities


Feb 26, 2021
Chaobing Song, Jelena Diakonikolas

* 18 pages, 6 figures 

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Stochastic Variance Reduction via Accelerated Dual Averaging for Finite-Sum Optimization


Jun 27, 2020
Chaobing Song, Yong Jiang, Yi Ma

* 22 pages, 12 figures 

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Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction


Jun 15, 2020
Yaodong Yu, Kwan Ho Ryan Chan, Chong You, Chaobing Song, Yi Ma


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Towards Unified Acceleration of High-Order Algorithms under Hölder Continuity and Uniform Convexity


Jun 03, 2019
Chaobing Song, Yi Ma

* 41 pages, 9 figures 

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Fully Implicit Online Learning


Oct 14, 2018
Chaobing Song, Ji Liu, Han Liu, Yong Jiang, Tong Zhang

* 17 pages 

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Unifying Decision Trees Split Criteria Using Tsallis Entropy


Aug 23, 2016
Yisen Wang, Chaobing Song, Shu-Tao Xia

* 6 pages, 2 figures 

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Nonextensive information theoretical machine


Apr 21, 2016
Chaobing Song, Shu-Tao Xia


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Bayesian linear regression with Student-t assumptions


Apr 15, 2016
Chaobing Song, Shu-Tao Xia


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