most citedRethinking Data Value: Asymmetric Data Shapley for Structure-Aware Valuation in Data Markets and Machine Learning Pipelines

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stat.ML2025

Bayes-Optimal Fair Classification with Multiple Sensitive Features

Yi Yang, Yinghui Huang, Xiangyu Chang

Existing theoretical work on Bayes-optimal fair classifiers usually considers a single (binary) sensitive feature. In practice, individuals are often defined by multiple sensitive…