group fairness

Fairness without Demographics through Adversarially Reweighted Learning NeurIPS 2020 Fairness with Overlapping Groups; a Probabilistic Perspective NeurIPS 2020 Fair Performance Metric Elicitation NeurIPS 2020 Group-Fair Online Allocation in Continuous Time NeurIPS 2020 Identifying and Correcting Label Bias in Machine Learning AISTATS 2020 LOGAN: Local Group Bias Detection by Clustering EMNLP 2020 Minimax Pareto Fairness: A Multi Objective Perspective ICML 2020 Sample Complexity of Uniform Convergence for Multicalibration NeurIPS 2020 Counterfactual Reasoning for Fair Clinical Risk Prediction MLHC 2019 Exploring Algorithmic Fairness in Robust Graph Covering Problems NeurIPS 2019 Fairness Towards Groups of Agents in the Allocation of Indivisible Items IJCAI 2019 Fairness without Harm: Decoupled Classifiers with Preference Guarantees ICML 2019 Group Fairness for the Allocation of Indivisible Goods AAAI 2019 Group-Fairness in Influence Maximization IJCAI 2019 Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay between User Dynamics and Fairness NeurIPS 2019 Paradoxes in Fair Machine Learning NeurIPS 2019 Policy Learning for Fairness in Ranking NeurIPS 2019 Portioning Using Ordinal Preferences: Fairness and Efficiency IJCAI 2019 Repairing without Retraining: Avoiding Disparate Impact with Counterfactual Distributions ICML 2019 The many dimensions of algorithmic fairness in educational applications ACL 2019 Democratic Fair Allocation of Indivisible Goods IJCAI 2018 Learning Adversarially Fair and Transferable Representations ICML 2018 Unleashing Linear Optimizers for Group-Fair Learning and Optimization COLT 2018 Beyond Parity: Fairness Objectives for Collaborative Filtering NeurIPS 2017 On Fairness and Calibration NeurIPS 2017