fairness constraint

Reinforcement Learning with Stepwise Fairness Constraints AISTATS 2023 Small Total-Cost Constraints in Contextual Bandits with Knapsacks, with Application to Fairness NeurIPS 2023 Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints AISTATS 2023 Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions ICML 2023 Attainability and Optimality: The Equalized Odds Fairness Revisited CLeaR 2022 Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees NeurIPS 2022 Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions NeurIPS 2022 DiRe Committee : Diversity and Representation Constraints in Multiwinner Elections IJCAI 2022 Efficient resource allocation with fairness constraints in restless multi-armed bandits UAI 2022 Fair and Optimal Decision Trees: A Dynamic Programming Approach NeurIPS 2022 Group-Aware Threshold Adaptation for Fair Classification AAAI 2022 Longitudinal Fairness with Censorship AAAI 2022 Modification-Fair Cluster Editing AAAI 2022 On the Impossibility of Non-trivial Accuracy in Presence of Fairness Constraints AAAI 2022 Optimal Training of Fair Predictive Models CLeaR 2022 Optimal Transport of Classifiers to Fairness NeurIPS 2022 Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems NeurIPS 2022 Understanding Instance-Level Impact of Fairness Constraints ICML 2022 Achieving Fairness in the Stochastic Multi-Armed Bandit Problem JMLR 2021 Addressing Algorithmic Disparity and Performance Inconsistency in Federated Learning NeurIPS 2021 Algorithms for Fairness in Sequential Decision Making AISTATS 2021 Bias-tolerant Fair Classification ACML 2021 Classification with abstention but without disparities UAI 2021 Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling IJCAI 2021 DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks NeurIPS 2021