"label noise robustness" Papers

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Handling Label Noise via Instance-Level Difficulty Modeling and Dynamic Optimization

Kuan Zhang, Chengliang Chai, Jingzhe Xu et al.

NeurIPS 2025posterarXiv:2505.00812

Class-Attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective

Xuechen Zhang, Mingchen Li, Jiasi Chen et al.

AAAI 2024paperarXiv:2401.14343

Robust Multi-Task Learning with Excess Risks

Yifei He, Shiji Zhou, Guojun Zhang et al.

ICML 2024poster