Fairness

Multiwinner Voting with Fairness Constraints IJCAI 2018 Nonconvex Optimization for Regression with Fairness Constraints ICML 2018 Nonoverlap-Promoting Variable Selection ICML 2018 On Fair Price Discrimination in Multi-Unit Markets IJCAI 2018 Online Learning with an Unknown Fairness Metric NeurIPS 2018 On preserving non-discrimination when combining expert advice NeurIPS 2018 PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition CVPR 2018 Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer NeurIPS 2018 Preventing Disparate Treatment in Sequential Decision Making IJCAI 2018 Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness ICML 2018 Probably Approximately Metric-Fair Learning ICML 2018 Racial Disparities and Mistrust in End-of-Life Care MLHC 2018 Reducing Gender Bias in Abusive Language Detection EMNLP 2018 Residual Unfairness in Fair Machine Learning from Prejudiced Data ICML 2018 Scalable Deletion-Robust Submodular Maximization: Data Summarization with Privacy and Fairness Constraints ICML 2018 Socially Responsible NLP NAACL 2018 Spectral Algorithms for Computing Fair Support Vector Machines AISTATS 2018 Strategyproof and Fair Matching Mechanism for Union of Symmetric M-convex Constraints IJCAI 2018 Tackling the Story Ending Biases in The Story Cloze Test ACL 2018 The Price of Fair PCA: One Extra dimension NeurIPS 2018 The Social and the Neural Network: How to Make Natural Language Processing about People again NAACL 2018 Towards Robust and Privacy-preserving Text Representations ACL 2018 Unleashing Linear Optimizers for Group-Fair Learning and Optimization COLT 2018 Visual Referring Expression Recognition: What Do Systems Actually Learn? NAACL 2018 Whistle-blowing ASRs: Evaluating the Need for More Inclusive Speech Recognition Systems Interspeech 2018