Poster "shapley value" Papers

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Discovering Important Experts for Mixture-of-Experts Models Pruning Through a Theoretical Perspective

Weizhong Huang, Yuxin Zhang, Xiawu Zheng et al.

Efficient Top-m Data Values Identification for Data Selection

Xiaoqiang Lin, Xinyi Xu, See-Kiong Ng et al.

MODEL SHAPLEY: Find Your Ideal Parameter Player via One Gradient Backpropagation

Chu Xu, Xinke Jiang, Rihong Qiu et al.

Rethinking Shapley Value for Negative Interactions in Non-convex Games

Wonjoon Chang, Myeongjin Lee, Jaesik Choi

Structural-Entropy-Based Sample Selection for Efficient and Effective Learning

Tianchi Xie, Jiangning Zhu, Guozu Ma et al.

ICLR 2025arXiv:2410.02268

Explaining Graph Neural Networks via Structure-aware Interaction Index

Ngoc Bui, Trung Hieu Nguyen, Viet Anh Nguyen et al.

ICML 2024arXiv:2405.14352

Fair and Efficient Contribution Valuation for Vertical Federated Learning

Zhenan Fan, Huang Fang, Xinglu Wang et al.

ICLR 2024arXiv:2201.02658

Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions

Jingtan Wang, Xiaoqiang Lin, Rui Qiao et al.

ICML 2024arXiv:2406.04606

Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits

Jiachen Wang, Tianji Yang, James Zou et al.

ICML 2024arXiv:2405.03875