Chenlei Leng - Concepedia

Author

Chenlei Leng

National University of Singapore ORCID

Also Known As

C.B. Leng, CHENLEI LENG, Chenlei Leng, Chunmei Leng, Chunyan Leng, Feng, Rui, Leng, Chenlei

134

Publications

3.6K

Citations

H-Index

Concepts

All Affiliations

National University of Singapore University of Warwick Peking University The Alan Turing Institute Hong Kong Polytechnic University

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	21	29	2.2K
2	Business	5	5	235
3	Medicine	2	2	45
4	Education	1	1	15
5	Management	1	1	14

Chenlei Leng

Publications

3.3K

Citations

H-Index

Page 1

	Year	Citations
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) Parameter EstimationEngineeringMachine LearningModel TuningFeature Selection	2008	439
Unified LASSO Estimation by Least Squares Approximation Hansheng Wang, Chenlei Leng Journal of the American Statistical Association Sparse RepresentationEngineeringHigh-dimensional MethodData ScienceLasso Estimation	2007	346
A note on adaptive group lasso Hansheng Wang, Chenlei Leng Computational Statistics & Data Analysis Adaptive Group LassoSparse RepresentationEngineeringMachine LearningData Science	2008	342
A NOTE ON THE LASSO AND RELATED PROCEDURES IN MODEL SELECTION Chenlei Leng, Yi Lin, Grace Wahba National University of Singapore	2006	255
Provable Subspace Clustering: When LRR Meets SSC Yu-Xiang Wang, Huan Xu, Chenlei Leng IEEE Transactions on Information Theory	2019	154
Bayesian adaptive Lasso Chenlei Leng, Minh‐Ngoc Tran, David J. Nott Annals of the Institute of Statistical Mathematics Bayesian StatisticBayesian StatisticsData ScienceBayesian Adaptive LassoStatistical Inference	2013	142
High Dimensional Ordinary Least Squares Projection for Screening Variables Xiangyu Wang, Chenlei Leng Journal of the Royal Statistical Society Series B (Statistical Methodology) Screening VariablesSummary Variable SelectionEngineeringHigh-dimensional MethodRobust Modeling	2015	124
Sparse Matrix Graphical Models Chenlei Leng, Cheng Yong Tang Journal of the American Statistical Association Precision MatricesGraph SparsitySparse RepresentationEngineeringGraph Theory	2012	114
Penalized high-dimensional empirical likelihood Cheng Yong Tang, Chenlei Leng Biometrika Empirical LikelihoodParameter EstimationEngineeringHigh-dimensional MethodEstimation Statistic	2010	111
Semiparametric Mean-Covariance\nRegression Analysis for Longitudinal Data Chenlei Leng, Weiping Zhang, Jianxin Pan MIMS EPrints (University of Southampton)	2009	96

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