On the Role of Label Noise in the Feature Learning Process

Andi Han; Wei Huang; Zhanpeng Zhou; Gang Niu; Wuyang Chen; Junchi Yan; Akiko Takeda; Taiji Suzuki

2025 ICML ICML 2025

On the Role of Label Noise in the Feature Learning Process

Abstract

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Authors

Andi Han, Wei Huang, Zhanpeng Zhou, Gang Niu, Wuyang Chen, Junchi Yan, Akiko Takeda, Taiji Suzuki

Topics

Machine Learning > Core Methods > Representation Learning Machine Learning > Optimization & Theory > Learning Theory Deep Learning > Architectures > Neural Networks

Keywords

feature learning label noise early stopping generalization convolutional neural network sample selection

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