Xufeng Cai
5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(13)
🧭
Keyword Pioneer
Conferences
ICLR (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
variance reduction
(2)
stochastic gradient
(1)
stochastic gradient descent
(1)
nonconvex optimization
(1)
convex optimization
(1)
convergence analysis
(1)
composite optimization
(1)
block coordinate descent
(1)
primal-dual method
(1)
convergence bound
(1)
shuffling strategy
(1)
first-order method
(1)
monotone inclusion
(1)
primal-dual analysis
(1)
data permutation
(1)
shuffled stochastic gradient descent
(1)
cyclic coordinate method
(1)
halpern iteration
(1)
coordinate method
(1)
shuffled sgd
(1)
Papers
Last Iterate Convergence of Incremental Methods as a Model of Forgetting
ICLR 2025
Tighter Convergence Bounds for Shuffled SGD via Primal-Dual Perspective
NIPS 2024
Variance Reduced Halpern Iteration for Finite-Sum Monotone Inclusions
ICLR 2024
Cyclic Block Coordinate Descent With Variance Reduction for Composite Nonconvex Optimization
ICML 2023
Stochastic Halpern Iteration with Variance Reduction for Stochastic Monotone Inclusions
NIPS 2022