黄收友｜湖北师范大学｜学者主页

百晓学者学者目录

精选作品

期刊论文

2026

Online learning of Cauchy loss with mini-batch gradient

Hong-Fei Xu, Xiao Zhang, Shouyou Huang

International Journal of General Systems

DOI

2026

Kernel gradient descent algorithm based on Cauchy loss function

Hong-Fei Xu, Xiao Zhang, Shouyou Huang

Statistics (Berlin)

DOI

2025

ℓ1-regularization learning based on Huber regression

Xiao Zhang, Hong-Fei Xu, Shouyou Huang

Statistics (Berlin)

DOI

2025

A modified Peaceman-Rachford splitting method with correction steps for three-block convex problem

Tian-Qiang Huang, Xue-Nian Liu, Shouyou Huang

Optimization

DOI

2023

基于Huber损失的稳健学习

刘国旺，刘杰，黄收友

《湖北师范大学学报(自然科学版)》

2022

Fast Rates of Gaussian Empirical Gain Maximization With Heavy-Tailed Noise

Shouyou Huang, Yunlong Feng, Qiang Wu

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

Robust learning of Huber loss under weak conditional moment

Shouyou Huang

Neurocomputing

DOI

2022

Fast rates of minimum error entropy with heavy-tailed noise

Shouyou Huang

Journal of Approximation Theory

DOI

2021

弱矩条件下的误差估计

黄收友，范凯旋，黄冠利

《湖北师范大学学报(自然科学版)》

2021

Robust pairwise learning with Huber loss

Shouyou Huang, Qiang Wu

Journal of Complexity

DOI

2021

Learning theory of minimum error entropy under weak moment conditions

Shouyou Huang, Yunlong Feng, Qiang Wu

DOI

2020

过度泛化误差的稳健估计

黄收友，伍自浩

《湖北师范大学学报(自然科学版)》

2017

M-test in linear models with negatively superadditive dependent errors

Yuncai Yu, Hong-Chang Hu, Ling Liu, Shouyou Huang

Journal of Inequalities and Applications

DOI

2016

基于随机投影的回归分析

黄收友，陈迪荣

《中国科学:数学》

2014

相互近邻域的函数型回归估计

黄收友

《武汉纺织大学学报》

研究方向

统计学习理论

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