Concepedia

Chenlei Leng

CL

49

Publications

3.3K

Citations

27

H-Index

2006

Active since

Affiliations

National University of Singapore(Current)

University of Warwick

Peking University

The Alan Turing Institute

Hong Kong Polytechnic University

Chenlei Leng is an author at National University of Singapore specializing in statistical inference, engineering, and statistics.

Top concepts

EngineeringStatistical InferenceStatisticsData ScienceFunctional Data AnalysisEstimation TheoryBiostatisticsMachine LearningPattern RecognitionDimensionality Reduction

Publications per year

2006–2023

49

Publications

49

Shrinkage Tuning Parameter Selection with a Diverging number of Parameters

Hansheng Wang, Bo Li, Chenlei Leng · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2008 · 439 citations · Full text

Parameter Estimation, Engineering, Machine Learning +20

Unified LASSO Estimation by Least Squares Approximation

Hansheng Wang, Chenlei Leng · Journal of the American Statistical Association · 2007 · 346 citations

Sparse Representation, Engineering, High-dimensional Method +11

A note on adaptive group lasso

Hansheng Wang, Chenlei Leng · Computational Statistics & Data Analysis · 2008 · 342 citations

Adaptive Group Lasso, Sparse Representation, Engineering +6

A NOTE ON THE LASSO AND RELATED PROCEDURES IN MODEL SELECTION

Chenlei Leng, Yi Lin, Grace Wahba · National University of Singapore · 2006 · 255 citations

Provable Subspace Clustering: When LRR Meets SSC

Yu-Xiang Wang, Huan Xu, Chenlei Leng · IEEE Transactions on Information Theory · 2019 · 154 citations

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