Concepedia

Hongzhi Tong

HT

Statistics

Publications

9

Citations

241

H-Index

9

Active since

2002

Affiliations

University of International Business and Economics(Current)

Beihang University

Peking University

Hongzhi Tong is an author at University of International Business and Economics specializing in engineering, approximation theory, and statistics.

Top concepts

EngineeringStatisticsFunctional AnalysisPattern RecognitionApproximation TheoryFunctional Data AnalysisData MiningPublic HealthInverse ProblemsMachine Learning

Publications per year

2002–2023

9

Publications

9

Analysis of Support Vector Machines Regression

Hongzhi Tong, Di‐Rong Chen, Lizhong Peng · Foundations of Computational Mathematics · 2008 · 66 citations

Support Vector Machine, Classification Method, Engineering +5

Analysis of regularized least squares for functional linear regression model

Hongzhi Tong, Michael K. Ng · Journal of Complexity · 2018 · 35 citations

Engineering, High-dimensional Method, Regularization (Mathematics) +9

Functional linear regression with Huber loss

Hongzhi Tong · Journal of Complexity · 2022 · 34 citations

Regularization (Mathematics), Functional Linear Regression, Inverse Problems +5

Learning rates for regularized classifiers using multivariate polynomial kernels

Hongzhi Tong, Di‐Rong Chen, Lizhong Peng · Journal of Complexity · 2008 · 31 citations

Support Vector Machine, Engineering, Machine Learning +6

Least Square Regression with <i>l<sup>p</sup></i>-Coefficient Regularization

Hongzhi Tong, Di‐Rong Chen, Fenghong Yang · Neural Computation · 2010 · 27 citations

Low-rank Approximation, Least Square Regression, Engineering +13

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