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Yuanhua Du

Chengdu University of Information Technology

No.24 Block 1, Xuefu Road, Chengdu, China

Chengdu, 610225

China

SCHOLARLY PAPERS

4

DOWNLOADS

251

TOTAL CITATIONS

10

Scholarly Papers (4)

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

Number of pages: 14 Posted: 24 Jun 2024
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 56 (1,017,159)

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correntropy, noisy labels, noise-tolerant

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

Number of pages: 22 Posted: 09 Sep 2024
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 47 (1,119,531)

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

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

Number of pages: 20 Posted: 16 Aug 2025
Chengdu University, Chengdu University of Information Technology, Chengdu University of Information Technology, Harvard University - Harvard Medical School, Chengdu University of Information Technology, Xi'an Jiaotong University (XJTU) and University of Alberta
Downloads 46 (1,183,247)
Citation 1

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Robust loss, noisy labels, noise-tolerant, deep neural network

2.

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

Number of pages: 27 Posted: 27 Sep 2024
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 56 (1,010,164)

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Noisy label learning, correntropy, deep learning, robust loss

3.

Sparsity Enhanced Correntropy-based Low-Rank Matrix Factorization with Adaptive Bipartite Graph Learning for Feature Extraction

Number of pages: 26 Posted: 04 Nov 2025
Chengdu University of Information Technology, Chengdu University of Information Technology, Chengdu University of Information Technology, Chengdu University, Chengdu University of Information Technology and University of Alberta
Downloads 24 (1,399,036)

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low-rank factorization, low-dimensional representations, correntropy, graph learning

4.

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
Chengdu University, Chengdu University of Information Technology, Chengdu University of Information Technology, Chengdu University and Chengdu University
Downloads 22 (1,424,331)
Citation 9

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