Hongzhi Tong

According to our database, Hongzhi Tong authored at least 16 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Spectral algorithms for learning with dependent observations.

Hongzhi Tong, Michael Ng

J. Comput. Appl. Math., February, 2024

2023

Nonasymptotic analysis of robust regression with modified Huber's loss.

Hongzhi Tong

J. Complex., June, 2023

Functional linear regression with Huber loss.

Hongzhi Tong

J. Complex., 2023

2022

Convergence rates of support vector machines regression for functional data.

Hongzhi Tong

J. Complex., 2022

2020

Analysis of Regression Algorithms with Unbounded Sampling.

Hongzhi Tong, Jiajing Gao

Neural Comput., 2020

2019

Calibration of ϵ-insensitive loss in support vector machines regression.

Hongzhi Tong, Michael K. Ng

J. Frankl. Inst., 2019

2018

Analysis of regularized least squares for functional linear regression model.

Hongzhi Tong, Michael Ng

J. Complex., 2018

2017

Learning performance of regularized moving least square regression.

Hongzhi Tong, Qiang Wu

J. Comput. Appl. Math., 2017

2016

A Note on Support Vector Machines with Polynomial Kernels.

Hongzhi Tong

Neural Comput., 2016

2014

Learning with Convex Loss and Indefinite Kernels.

Hongzhi Tong, Di-Rong Chen, Fenghong Yang

Neural Comput., 2014

2013

Learning Rates for l¹-Regularized Kernel Classifiers.

Hongzhi Tong, Di-Rong Chen, Fenghong Yang

J. Appl. Math., 2013

2012

Support vector machines regression with I¹-regularizer.

Hongzhi Tong, Di-Rong Chen, Fenghong Yang

J. Approx. Theory, 2012

2010

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

Hongzhi Tong, Di-Rong Chen, Fenghong Yang

Neural Comput., 2010

2009

Analysis of Support Vector Machines Regression.

Hongzhi Tong, Di-Rong Chen, Lizhong Peng

Found. Comput. Math., 2009

2008

Learning rates for regularized classifiers using multivariate polynomial kernels.

Hongzhi Tong, Di-Rong Chen, Lizhong Peng

J. Complex., 2008

2002

Stechkin-Marchaud-Type Inequalities for Baskakov Polynomials.

Shunsheng Guo, Hongzhi Tong, Gengsheng Zhang

J. Approx. Theory, 2002