Regularization for Deep Imbalanced Regression Based on Quantitative Relationship

Imbalanced datasets are prevalent in real life. The imbalanced datasets pose challenges for classification and regression tasks. Compared to imbalanced classification, imbalanced regression deals with continuous labels. The positional relationship of the labels is unable to reflect the relationship...

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Bibliographic Details
Main Authors: Heng Zhao, Jiehao Chen, Xianghua Fu
Format: Article
Language:English
Published: Tsinghua University Press 2025-06-01
Series:Big Data Mining and Analytics
Subjects:
Online Access:https://www.sciopen.com/article/10.26599/BDMA.2025.9020008
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