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Xufeng Cai
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 6
Top Topics
Variance Reduction
Absolute Difference
Convex Optimization
Monte Carlo
Top Venues
CoRR
ICML
NeurIPS
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Publications
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Xufeng Cai
,
Ahmet Alacaoglu
,
Jelena Diakonikolas
Variance Reduced Halpern Iteration for Finite-Sum Monotone Inclusions.
CoRR
(2023)
Xufeng Cai
,
Cheuk Yin Lin
,
Jelena Diakonikolas
Empirical Risk Minimization with Shuffled SGD: A Primal-Dual Perspective and Improved Bounds.
CoRR
(2023)
Xufeng Cai
,
Chaobing Song
,
Stephen Wright
,
Jelena Diakonikolas
Cyclic Block Coordinate Descent With Variance Reduction for Composite Nonconvex Optimization.
ICML
(2023)
Xufeng Cai
,
Chaobing Song
,
Cristóbal Guzmán
,
Jelena Diakonikolas
Stochastic Halpern Iteration with Variance Reduction for Stochastic Monotone Inclusions.
NeurIPS
(2022)
Xufeng Cai
,
Chaobing Song
,
Cristóbal Guzmán
,
Jelena Diakonikolas
A Stochastic Halpern Iteration with Variance Reduction for Stochastic Monotone Inclusion Problems.
CoRR
(2022)
Xufeng Cai
,
Chaobing Song
,
Stephen J. Wright
,
Jelena Diakonikolas
Cyclic Block Coordinate Descent With Variance Reduction for Composite Nonconvex Optimization.
CoRR
(2022)