 FairGBM: Gradient Boosting with Fairness ConstraintsInternational Conference on Learning Representations (ICLR), 2022 |
 Causal Conceptions of Fairness and their ConsequencesInternational Conference on Machine Learning (ICML), 2022 |
 AdaFair: Cumulative Fairness Adaptive BoostingInternational Conference on Information and Knowledge Management (CIKM), 2019 |
 Fair Regression: Quantitative Definitions and Reduction-based AlgorithmsInternational Conference on Machine Learning (ICML), 2019 |
 Scalable Fair ClusteringInternational Conference on Machine Learning (ICML), 2019 |
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 Avoiding Discrimination through Causal ReasoningNeural Information Processing Systems (NeurIPS), 2017 |
 Equality of Opportunity in Supervised LearningNeural Information Processing Systems (NeurIPS), 2016 |
 Certifying and removing disparate impactKnowledge Discovery and Data Mining (KDD), 2014 |
