Hongzhi Tong

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 9

Top Topics

Regularized Least Squares

Linear Regression

Robust Statistics

Top Venues

J. Comput. Appl. Math.

J. Frankl. Inst.

Publications

Hongzhi Tong, Michael Ng
Spectral algorithms for learning with dependent observations. J. Comput. Appl. Math. 437 (2024)
Hongzhi Tong
Nonasymptotic analysis of robust regression with modified Huber's loss. J. Complex. 76 (2023)
Hongzhi Tong
Functional linear regression with Huber loss. J. Complex. 74 (2023)
Hongzhi Tong
Convergence rates of support vector machines regression for functional data. J. Complex. 69 (2022)
Hongzhi Tong, Jiajing Gao
Analysis of Regression Algorithms with Unbounded Sampling. Neural Comput. 32 (10) (2020)
Hongzhi Tong, Michael K. Ng
Calibration of ϵ-insensitive loss in support vector machines regression. J. Frankl. Inst. 356 (4) (2019)
Hongzhi Tong, Michael Ng
Analysis of regularized least squares for functional linear regression model. J. Complex. 49 (2018)
Hongzhi Tong, Qiang Wu
Learning performance of regularized moving least square regression. J. Comput. Appl. Math. 325 (2017)
Hongzhi Tong
A Note on Support Vector Machines with Polynomial Kernels. Neural Comput. 28 (1) (2016)
Hongzhi Tong, Di-Rong Chen, Fenghong Yang
Learning with Convex Loss and Indefinite Kernels. Neural Comput. 26 (1) (2014)
Hongzhi Tong, Di-Rong Chen, Fenghong Yang
-Regularized Kernel Classifiers. J. Appl. Math. 2013 (2013)
Hongzhi Tong, Di-Rong Chen, Fenghong Yang
-regularizer. J. Approx. Theory 164 (10) (2012)
Hongzhi Tong, Di-Rong Chen, Fenghong Yang
-Coefficient Regularization. Neural Comput. 22 (12) (2010)
Hongzhi Tong, Di-Rong Chen, Lizhong Peng
Analysis of Support Vector Machines Regression. Found. Comput. Math. 9 (2) (2009)
Hongzhi Tong, Di-Rong Chen, Lizhong Peng
Learning rates for regularized classifiers using multivariate polynomial kernels. J. Complex. 24 (5-6) (2008)
Shunsheng Guo, Hongzhi Tong, Gengsheng Zhang
Stechkin-Marchaud-Type Inequalities for Baskakov Polynomials. J. Approx. Theory 114 (1) (2002)