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fairness constraint

138 papers

Papers

How do fair decisions fare in long-term qualification? NeurIPS 2020 Learning Certified Individually Fair Representations NeurIPS 2020 Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns AAAI 2020 Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards ICML 2020 Optimized Score Transformation for Fair Classification AISTATS 2020 Themis: Fair and Efficient GPU Cluster Scheduling NSDI 2020 Too Relaxed to Be Fair ICML 2020 Balanced Ranking with Diversity Constraints IJCAI 2019 Compositional Fairness Constraints for Graph Embeddings ICML 2019 Coresets for Clustering with Fairness Constraints NeurIPS 2019 Equal Opportunity in Online Classification with Partial Feedback NeurIPS 2019 Fair Algorithms for Clustering NeurIPS 2019 Fair k-Center Clustering for Data Summarization ICML 2019 Fairness Constraints: A Flexible Approach for Fair Classification JMLR 2019 Group-Fairness in Influence Maximization IJCAI 2019 Guarantees for Spectral Clustering with Fairness Constraints ICML 2019 Learning Controllable Fair Representations AISTATS 2019 Matroids, Matchings, and Fairness AISTATS 2019 Offline Contextual Bandits with High Probability Fairness Guarantees NeurIPS 2019 On Making Stochastic Classifiers Deterministic NeurIPS 2019 Optimizing Generalized Rate Metrics with Three Players NeurIPS 2019 Toward Controlling Discrimination in Online Ad Auctions ICML 2019 A Reductions Approach to Fair Classification ICML 2018 Empirical Risk Minimization Under Fairness Constraints NeurIPS 2018 Fair and Diverse DPP-Based Data Summarization ICML 2018