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fair representation

28 papers

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Co-occurring keywords · papers mentioning both

representation learning (9) algorithmic fairness (8) fair representation learning (6) adversarial learning (6) demographic parity (5) mutual information (5) sensitive attribute (4) bias mitigation (3) adversarial training (3) principal component analysis (3)

Papers

Inherent Tradeoffs in Learning Fair Representations NeurIPS 2019 Invariant Representations without Adversarial Training NeurIPS 2018 The Price of Fair PCA: One Extra dimension NeurIPS 2018