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fairness guarantee

9 papers

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Co-occurring keywords · papers mentioning both

algorithmic fairness (2) gradient reward (1) gradient shapley (1) demographic shift (1) student t-test (1) multicalibration (1) de-biased text generation (1) generalized multi-dimensional multicalibration (1) prediction set conditional uncertainty quantification (1) model parameter (1)

Papers

Fairness guarantees in multi-class classification with demographic parity JMLR 2024 Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks ICML 2024 Certification of Distributional Individual Fairness NeurIPS 2023 Nash Regret Guarantees for Linear Bandits NeurIPS 2023 Partitioning Friends Fairly AAAI 2023 Probably Approximate Shapley Fairness with Applications in Machine Learning AAAI 2023 Fairness Guarantees under Demographic Shift ICLR 2022 Is Sortition Both Representative and Fair? NeurIPS 2022 Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning NeurIPS 2021