"generalization error bound" Papers

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A Square Peg in a Square Hole: Meta-Expert for Long-Tailed Semi-Supervised Learning

Yaxin Hou, Yuheng Jia

ICML 2025arXiv:2505.16341

HG-Adapter: Improving Pre-Trained Heterogeneous Graph Neural Networks with Dual Adapters

YUJIE MO, Runpeng Yu, Xiaofeng Zhu et al.

ICLR 2025arXiv:2411.01155

Noise Separation guided Candidate Label Reconstruction for Noisy Partial Label Learning

Xiaorui Peng, Yuheng Jia, Fuchao Yang et al.

Improving Generalization in Offline Reinforcement Learning via Adversarial Data Splitting

Da Wang, Lin Li, Wei Wei et al.

Unbiased Multi-Label Learning from Crowdsourced Annotations

Mingxuan Xia, Zenan Huang, Runze Wu et al.