CoShap: A Scalable Coalition Growth Approach to Shapley Value Approximation

Authors

• 1. Jingxuan He (Guangxi University; Harbin Engineering University)
• 2. Changshuo Liu (National University of Singapore)
• 3. Shaofeng Cai (National University of Singapore)
• 4. Xixian Han (Harbin Engineering University)
• 5. Yanyan Shen (Shanghai Jiao Tong University)
• 6. Beng Chin Ooi (Zhejiang University)

@inproceedings{he_sigmod26,
        title = {{CoShap: A Scalable Coalition Growth Approach to Shapley Value Approximation}},
        author = {He, Jingxuan and Liu, Changshuo and Cai, Shaofeng and Han, Xixian and Shen, Yanyan and Ooi, Beng Chin},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3802032},
        url = {https://dl.acm.org/doi/10.1145/3802032},
        year = {2026}
}

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