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group disparity

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Co-occurring keywords · papers mentioning both

algorithmic fairness (3) differential privacy (3) fairness criterion (2) fair machine learning (2) empirical risk minimization (2) causal inference (2) allocational harm (1) predictive validity (1) large language model (1) precision disparity (1)

Papers

Do Prevalent Bias Metrics Capture Allocational Harms from LLMs? NAACL 2025 Long-Term Fair Decision Making through Deep Generative Models AAAI 2024 Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making NeurIPS 2024 On the Effects of Fairness to Adversarial Vulnerability IJCAI 2024 The Impact of Differential Privacy on Group Disparity Mitigation NAACL 2024 The Impact of Differential Privacy on Group Disparity Mitigation NAACL 2022 Towards Return Parity in Markov Decision Processes AISTATS 2022 Differentially Private Empirical Risk Minimization under the Fairness Lens NeurIPS 2021 Fair Selective Classification Via Sufficiency ICML 2021 Unintended Selection: Persistent Qualification Rate Disparities and Interventions NeurIPS 2021