conftrace_

classification fairness

6 papers

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Co-occurring keywords · papers mentioning both

fairness constraint (2) interpolation-based augmentation (1) fair predictor (1) bayes score function (1) fairness-accuracy trade-off (1) fair scoring function (1) strongly convex formulation (1) optimal predictor (1) fair training (1) style obfuscation (1)

Papers

Fair Training with Zero Inputs AAAI 2025 Who’s the (Multi-)Fairest of Them All: Rethinking Interpolation-Based Data Augmentation Through the Lens of Multicalibration AAAI 2025 Fair and Optimal Prediction via Post-Processing AAAI 2024 Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints AISTATS 2021 Style Pooling: Automatic Text Style Obfuscation for Improved Classification Fairness EMNLP 2021 Too Relaxed to Be Fair ICML 2020