Xufeng Cai

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Variance Reduction

Absolute Difference

Convex Optimization

Top Venues

Publications

Xufeng Cai, Jelena Diakonikolas
Last Iterate Convergence of Incremental Methods and Applications in Continual Learning. CoRR (2024)
Xufeng Cai, Ahmet Alacaoglu, Jelena Diakonikolas
Variance Reduced Halpern Iteration for Finite-Sum Monotone Inclusions. ICLR (2024)
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)