Yunwen Lei - Concepedia

Author

Yunwen Lei

City University of Hong Kong ORCID

Also Known As

LEI, Yunwen, Lei, Yunwen, Yunwen Lei

107

Publications

739

Citations

H-Index

Concepts

All Affiliations

City University of Hong Kong Southern University of Science and Technology University of Birmingham University at Albany, State University of New York Wuhan University

About

Yunwen Lei is an author at City University of Hong Kong specializing in engineering, mathematical programming, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	11	13	315
2	Computer Science	10	10	250
3	Data Science	9	9	252
4	Business	1	1	12
5	Computer Engineering	1	1	11

Yunwen Lei

Publications

547

Citations

H-Index

Page 1

	Year	Citations
Stochastic Gradient Descent for Nonconvex Learning Without Bounded Gradient Assumptions Yunwen Lei, Ting Hu, Guiying Li, IEEE Transactions on Neural Networks and Learning Systems Mathematical ProgrammingEngineeringMachine LearningData ScienceStochastic Optimization	2019	103
Data-Dependent Generalization Bounds for Multi-Class Classification Yunwen Lei, Ürün Doǧan, Ding‐Xuan Zhou, IEEE Transactions on Information Theory Mathematical ProgrammingEngineeringMachine LearningClassification MethodData Science	2019	40
Generalization Performance of Radial Basis Function Networks Yunwen Lei, Lixin Ding, Wensheng Zhang IEEE Transactions on Neural Networks and Learning Systems	2014	38
Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms Yunwen Lei, Ürün Doǧan, Alexander Binder, arXiv (Cornell University) Mathematical ProgrammingEngineeringMachine LearningSupport Vector MachineClassification Method	2015	31
Fine-Grained Analysis of Stability and Generalization for Stochastic\n Gradient Descent Yunwen Lei, Yiming Ying arXiv (Cornell University)	2020	29
Convergence of online mirror descent Yunwen Lei, Ding‐Xuan Zhou Applied and Computational Harmonic Analysis Online ProblemOnline AlgorithmOnline Mirror DescentInverse ProblemsComputer Science	2018	20
Boosted Kernel Ridge Regression: Optimal Learning Rates and Early Stopping Shao-Bo Lin, Yunwen Lei, Ding‐Xuan Zhou The HKU Scholars Hub (University of Hong Kong)	2019	19
A Generalization Error Bound for Multi-class Domain Generalization Aniket Anand Deshmukh, Yunwen Lei, Srinagesh Sharma, arXiv (Cornell University) Mathematical ProgrammingEngineeringMachine LearningComputational ComplexityGeneralization Error	2019	19
Online pairwise learning algorithms with convex loss functions Junhong Lin, Yunwen Lei, Bo Zhang, Information Sciences Mathematical ProgrammingOnline PairwiseMachine LearningEngineeringOnline Problem	2017	18
Differentially private SGD with non-smooth losses Puyu Wang, Yunwen Lei, Yiming Ying, Applied and Computational Harmonic Analysis Privacy ProtectionEngineeringPrivate SgdData PrivacyPrivacy-preserving Communication	2021	17

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