Zhaosong Lu
7 papers · 2011–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
π Interdisciplinary Bridge π Conference Polyglot (3) π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (13)
π
Conference Polyglot
(3)
π
Academic Marathon
(13)
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(53)
π
Trend Setter
π
Conference Pioneer
Conferences
ICML (3)
NIPS (3)
JMLR (1)
Top co-authors
Keywords
convex optimization
(4)
matrix completion
(2)
non-convex optimization
(2)
stochastic optimization
(2)
line search
(2)
accelerated optimization
(1)
convex relaxation
(1)
orthogonal matching pursuit
(1)
low-rank approximation
(1)
rank minimization
(1)
empirical risk minimization
(1)
gradient descent
(1)
matrix optimization
(1)
variance reduction
(1)
composite optimization
(1)
strongly convex
(1)
coordinate descent
(1)
low-rank matrix
(1)
sparse learning
(1)
nonconvex optimization
(1)
Papers
Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions
NIPS 2024
Generalized-Smooth Nonconvex Optimization is As Efficient As Smooth Nonconvex Optimization
ICML 2023
A Parameter-Free Conditional Gradient Method for Composite Minimization under HΓΆlder Condition
JMLR 2023
An Accelerated Proximal Coordinate Gradient Method
NIPS 2014
Rank-One Matrix Pursuit for Matrix Completion
ICML 2014
A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems
ICML 2013
Penalty Decomposition Methods for Rank Minimization
NIPS 2011