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fairness intervention

7 papers

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Co-occurring keywords · papers mentioning both

group fairness (3) algorithmic fairness (3) machine learning (2) data deletion (1) gdpr compliance (1) retraining efficiency (1) ensemble algorithm (1) equalized odd (1) model fairness (1) classifier bia (1)

Papers

Fair Machine Unlearning: Data Removal while Mitigating Disparities AISTATS 2024 When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks IJCAI 2024 Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions NeurIPS 2023 Individual Arbitrariness and Group Fairness NeurIPS 2023 Fairness Interventions as (Dis)Incentives for Strategic Manipulation ICML 2022 Unintended Selection: Persistent Qualification Rate Disparities and Interventions NeurIPS 2021 Equalized odds postprocessing under imperfect group information AISTATS 2020