Concepedia

Shaogao Lv

SL

10

Publications

217

Citations

10

H-Index

2011

Active since

Affiliations

City University of Hong Kong(Current)

Southwestern University of Finance and Economics

University of Science and Technology of China

Nanjing Audit University

Shaogao Lv is an author at City University of Hong Kong specializing in engineering, statistics, and statistical inference.

Top concepts

EngineeringStatisticsMachine LearningStatistical InferenceData ScienceFunctional Data AnalysisComputer ScienceEstimation TheoryKnowledge DiscoveryPredictive Analytics

Publications per year

2011–2023

10

Publications

10

Oracle inequalities for sparse additive quantile regression in reproducing kernel Hilbert space

Shaogao Lv, Huazhen Lin, Heng Lian et al. · The Annals of Statistics · 2018 · 56 citations · Full text

Engineering, Machine Learning, Oracle Inequalities +18

Model-free variable selection in reproducing kernel Hilbert space

Lei Yang, Shaogao Lv, Junhui Wang · Journal of Machine Learning Research · 2016 · 30 citations

Engineering, Machine Learning, Feature Selection +16

Kernelized Elastic Net Regularization: Generalization Bounds, and Sparse Recovery

Yunlong Feng, Shaogao Lv, Hanyuan Hang et al. · Neural Computation · 2016 · 29 citations

Projected spline estimation of the nonparametric function in high-dimensional partially linear models for massive data

Heng Lian, Kaifeng Zhao, Shaogao Lv · The Annals of Statistics · 2019 · 24 citations · Full text

Parameter Estimation, Density Estimation, Engineering +14

Unified approach to coefficient-based regularized regression

Yunlong Feng, Shaogao Lv · Computers & Mathematics with Applications · 2011 · 19 citations

Mathematical Programming, Engineering, High-dimensional Method +6

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