Yunwen Lei
Scholar

Yunwen Lei

Google Scholar ID: g3dg0rsAAAAJ
The University of Hong Kong
Statistical Learning TheoryStochastic OptimizationMachine Learning
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Citations & Impact
All-time
Citations
1,803
 
H-index
26
 
i10-index
48
 
Publications
20
 
Co-authors
22
list available
Contact
No contact links provided.
Publications
11 items
Stochastic Gradient Descent with Momentum is Algorithmically Stable
2026
Cited
0
Learning Theory of the SVRG: Generalization and Convergence Analysis
2026
Cited
0
Towards Initialization-dependent and Non-vacuous Generalization Bounds for Overparameterized Shallow Neural Networks
2026
Cited
0
Beyond Cross-Validation: Adaptive Parameter Selection for Kernel-Based Gradient Descents
2026
Cited
0
Generalization Bounds for Rank-sparse Neural Networks
2025
Cited
0
Optimal Rates for Generalization of Gradient Descent for Deep ReLU Classification
2025
Cited
0
Generalization and Optimization of SGD with Lookahead
2025
Cited
0
Randomized Pairwise Learning with Adaptive Sampling: A PAC-Bayes Analysis
2025
Cited
0
Resume (English only)
Co-authors
22 total
Yiming Ying
Yiming Ying
School of Mathematics and Statistics, University of Sydney
Marius Kloft
Marius Kloft
Professor, RPTU Kaiserslautern-Landau
Ding-Xuan Zhou
Ding-Xuan Zhou
University of Sydney
Ke Tang
Ke Tang
Professor, Southern University of Science and Technology
Antoine Ledent
Antoine Ledent
School of Computing and Information Sciences (SCIS), Singapore Management University (SMU)
Co-author 6
Co-author 6
Tianbao Yang
Tianbao Yang
Texas A&M University
Waleed Mustafa
Waleed Mustafa
TU Kaiserslautern