individual fairness

Statistical inference for individual fairness ICLR 2021 Auditing ML Models for Individual Bias and Unfairness AISTATS 2020 Individual Fairness for k-Clustering ICML 2020 Individual Fairness Revisited: Transferring Techniques from Adversarial Robustness IJCAI 2020 Learning Certified Individually Fair Representations NeurIPS 2020 Making Existing Clusterings Fairer: Algorithms, Complexity Results and Insights AAAI 2020 Metric-Free Individual Fairness in Online Learning NeurIPS 2020 Training individually fair ML models with sensitive subspace robustness ICLR 2020 Two Simple Ways to Learn Individual Fairness Metrics from Data ICML 2020 Verifying Individual Fairness in Machine Learning Models UAI 2020 Average Individual Fairness: Algorithms, Generalization and Experiments NeurIPS 2019 Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making NeurIPS 2018 Probably Approximately Metric-Fair Learning ICML 2018 Learning Fair Representations ICML 2013