Understanding the Black Box: A Deep Empirical Dive into Shapley Value Approximations for Tabular Data

Authors

• 1. Suchit Gupte (Ohio State University)
• 2. John Paparrizos (Ohio State University)

@inproceedings{gupte_sigmod25,
        title = {{Understanding the Black Box: A Deep Empirical Dive into Shapley Value Approximations for Tabular Data}},
        author = {Gupte, Suchit and Paparrizos, John},
        series = {{SIGMOD} '25},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3725420},
        url = {https://dl.acm.org/doi/10.1145/3725420},
        year = {2025}
}

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