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2D-Shapley: A Framework for Fragmented Data Valuation

Zhihong Liu, Hoang Anh Just, Xiangyu Chang, Xi Chen, Ruoxi Jia. 2D-Shapley: A Framework for Fragmented Data Valuation. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 21730-21755, PMLR, 2023. [doi]

Authors

Zhihong Liu

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Hoang Anh Just

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Xiangyu Chang

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Xi Chen

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Ruoxi Jia

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