Regularized Discrete Optimal Transport for Class-Imbalanced Classifications

Imbalanced class data are commonly observed in pattern analysis, machine learning, and various real-world applications. Conventional approaches often resort to resampling techniques in order to address the imbalance, which inevitably alter the original data distribution. This paper proposes a novel...

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Bibliographic Details
Main Authors: Jiqiang Chen, Jie Wan, Litao Ma
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/12/4/524