Nan Zhou

Chengdu University

No. 1 Shi Lin Upper Street

Chengdu

China

  • Chengdu University

SCHOLARLY PAPERS

3

DOWNLOADS

103

TOTAL CITATIONS

4

Scholarly Papers (3)

Actions:
Email selected abstracts
1.

Correntropy Meets Cross-Entropy: A Robust Loss Against Noisy Labels

Downloads 60 (783,134)

Correntropy Meets Cross-Entropy: A Robust Loss Against Noisy Labels

Number of pages: 22 Posted: 09 Sep 2024
Nan Zhou, Qing Deng, Xiuyu Huang, Wenjun Luo, Yuanhua Du and Badong Chen
Chengdu University, Chengdu University of Information Technology, Harvard University - Harvard Medical School, Chengdu University of Information Technology, Chengdu University of Information Technology and Xi'an Jiaotong University (XJTU)
Downloads 34 (1,022,420)

Abstract:

Loading...

correntropy, noisy labels, robust label loss, deep neural network

Correntropy Meets Cross-Entropy: A Robust Loss Against Noisy Labels

Number of pages: 14 Posted: 24 Jun 2024
Qing Deng, Xiuyu Huang, Wenjun Luo, Yuanhua Du, Nan Zhou, Kaibo Shi and Badong Chen
Chengdu University of Information Technology, Harvard University - Harvard Medical School, Chengdu University of Information Technology, Chengdu University of Information Technology, Chengdu University, Chengdu University and Xi'an Jiaotong University (XJTU)
Downloads 26 (1,129,763)

Abstract:

Loading...

correntropy, noisy labels, noise-tolerant

2.

Correntropy Based Label Loss for Multi-Classifiation on Deep Neural Networks

Number of pages: 27 Posted: 27 Sep 2024
Qing Deng, Wenjun Luo, Yuanhua Du, Nan Zhou, Kaibo Shi and Badong Chen
Chengdu University of Information Technology, Chengdu University of Information Technology, Chengdu University of Information Technology, Chengdu University, Chengdu University and Xi'an Jiaotong University (XJTU)
Downloads 32 (1,017,357)

Abstract:

Loading...

Noisy label learning, correntropy, deep learning, robust loss

3.

Correntropy Based Low-Rank Matrix Factorization with Multi-View Constraint Graph Learning for Multi-View Data Clustering

Number of pages: 13 Posted: 20 Jun 2024
Nan Zhou, Yuanhua Du, Pan Chen, Eryang Chen and Kaibo Shi
Chengdu University, Chengdu University of Information Technology, Chengdu University of Information Technology, Chengdu University and Chengdu University
Downloads 11 (1,275,442)
Citation 4

Abstract:

Loading...

Low-rank matrix factorization, semi-supervised learning (SSL), multi-view clustering, maximum correntropy criterion