Zhaosong Lu
7 papers · 2011–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
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Conference Pioneer
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Keyword Collector
(53)
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
convex optimization
(4)
non-convex optimization
(3)
stochastic optimization
(2)
matrix completion
(2)
convergence rate
(2)
line search
(2)
sparse learning
(1)
accelerated optimization
(1)
orthogonal matching pursuit
(1)
convex relaxation
(1)
gradient descent
(1)
matrix optimization
(1)
variance reduction
(1)
coordinate descent
(1)
penalty decomposition
(1)
low-rank approximation
(1)
rank minimization
(1)
low-rank matrix
(1)
strongly convex
(1)
empirical risk minimization
(1)
Papers
Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions
NeurIPS 2024
A Parameter-Free Conditional Gradient Method for Composite Minimization under Hölder Condition
JMLR 2023
Generalized-Smooth Nonconvex Optimization is As Efficient As Smooth Nonconvex Optimization
ICML 2023
An Accelerated Proximal Coordinate Gradient Method
NeurIPS 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
NeurIPS 2011