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Chaobing Song

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Accelerated Cyclic Coordinate Dual Averaging with Extrapolation for Composite Convex Optimization

Mar 28, 2023
Cheuk Yin Lin, Chaobing Song, Jelena Diakonikolas

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Cyclic Block Coordinate Descent With Variance Reduction for Composite Nonconvex Optimization

Dec 09, 2022
Xufeng Cai, Chaobing Song, Stephen J. Wright, Jelena Diakonikolas

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A Stochastic Halpern Iteration with Variance Reduction for Stochastic Monotone Inclusion Problems

Mar 21, 2022
Xufeng Cai, Chaobing Song, Cristóbal Guzmán, Jelena Diakonikolas

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A Fast Scale-Invariant Algorithm for Non-negative Least Squares with Non-negative Data

Mar 08, 2022
Jelena Diakonikolas, Chenghui Li, Swati Padmanabhan, Chaobing Song

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Coordinate Linear Variance Reduction for Generalized Linear Programming

Nov 16, 2021
Chaobing Song, Cheuk Yin Lin, Stephen J. Wright, Jelena Diakonikolas

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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

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Fast Cyclic Coordinate Dual Averaging with Extrapolation for Generalized Variational Inequalities

Feb 26, 2021
Chaobing Song, Jelena Diakonikolas

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

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

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