Best synthesizers for each fairness metric evaluated in the experiments: Subgroup accuracy, difference in statistical parity and difference in equality of odds.
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We also present the synthesizers that best preserve PPV and TPR accross subgroups. We present the two best synthetic data generator for each task. We selected best synthesizer and runner up based on experiments with privacy-loss budget ϵ = 5.0.
创建时间：
2024-02-05
