Scholar
Yunwen Lei
Google Scholar ID: g3dg0rsAAAAJ
The University of Hong Kong
Statistical Learning Theory
Stochastic Optimization
Machine 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
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No contact links provided.
Publications
9 items
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
Stability-based Generalization Analysis of Randomized Coordinate Descent for Pairwise Learning
2025
Cited
0
On Discriminative Probabilistic Modeling for Self-Supervised Representation Learning
arXiv.org · 2024
Cited
1
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Resume (English only)
Co-authors
22 total
Yiming Ying
School of Mathematics and Statistics, University of Sydney
Marius Kloft
Professor, RPTU Kaiserslautern-Landau
Ding-Xuan Zhou
University of Sydney
Ke Tang
Professor, Southern University of Science and Technology
Antoine Ledent
School of Computing and Information Sciences (SCIS), Singapore Management University (SMU)
Co-author 6
Tianbao Yang
Texas A&M University
Waleed Mustafa
TU Kaiserslautern
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