Shapley Value Estimation Based on Differential Matrix

Authors

• 1. Junyuan Pang (Zhejiang University)
• 2. Jian Pei (Duke University)
• 3. Haocheng Xia (University of Illinois Urbana-Champaign)
• 4. Xiang Li (Zhejiang University)
• 5. Jinfei Liu (Zhejiang University)

@inproceedings{pang_sigmod25,
        title = {{Shapley Value Estimation Based on Differential Matrix}},
        author = {Pang, Junyuan and Pei, Jian and Xia, Haocheng and Li, Xiang and Liu, Jinfei},
        series = {{SIGMOD} '25},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3709725},
        url = {https://dl.acm.org/doi/10.1145/3709725},
        year = {2025}
}

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