A label noise filtering and label missing supplement framework based on game theory

Labeled data is widely used in various classification tasks. However, there is a huge challenge that labels are often added artificially. Wrong labels added by malicious users will affect the training effect of the model. The unreliability of labeled data has hindered the research. In order to solve...

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Bibliographic Details
Main Authors: Yuwen Liu, Rongju Yao, Song Jia, Fan Wang, Ruili Wang, Rui Ma, Lianyong Qi
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2023-08-01
Series:Digital Communications and Networks
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352864821001115