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Xufeng Cai

Last Iterate Convergence of Incremental Methods and Applications in Continual Learning

Mar 11, 2024
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Variance Reduced Halpern Iteration for Finite-Sum Monotone Inclusions

Oct 04, 2023
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Empirical Risk Minimization with Shuffled SGD: A Primal-Dual Perspective and Improved Bounds

Jun 21, 2023
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Cyclic Block Coordinate Descent With Variance Reduction for Composite Nonconvex Optimization

Dec 09, 2022
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A Stochastic Halpern Iteration with Variance Reduction for Stochastic Monotone Inclusion Problems

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Mar 21, 2022
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