Fairness

Differential Privacy Has Disparate Impact on Model Accuracy NeurIPS 2019 Discovering Fair Representations in the Data Domain CVPR 2019 Discrimination in Online Markets: Effects of Social Bias on Learning from Reviews and Policy Design NeurIPS 2019 Efficient and Accurate Estimation of Lipschitz Constants for Deep Neural Networks NeurIPS 2019 Eliminating Latent Discrimination: Train Then Mask AAAI 2019 Envy-Free Classification NeurIPS 2019 Equalizing Gender Bias in Neural Machine Translation with Word Embeddings Techniques ACL 2019 Equal Opportunity in Online Classification with Partial Feedback NeurIPS 2019 Equity Beyond Bias in Language Technologies for Education ACL 2019 Evaluating Gender Bias in Machine Translation ACL 2019 Evaluating the Underlying Gender Bias in Contextualized Word Embeddings ACL 2019 Examining Gender Bias in Languages with Grammatical Gender EMNLP 2019 Explicit Bias Discovery in Visual Question Answering Models CVPR 2019 Exploring Algorithmic Fairness in Robust Graph Covering Problems NeurIPS 2019 Exploring Human Gender Stereotypes with Word Association Test EMNLP 2019 FAHT: An Adaptive Fairness-aware Decision Tree Classifier IJCAI 2019 Fair Algorithms for Clustering NeurIPS 2019 Fair Allocation of Indivisible Goods and Chores IJCAI 2019 Fair and Efficient Memory Sharing: Confronting Free Riders AAAI 2019 Fair and Explainable Dynamic Engagement of Crowd Workers IJCAI 2019 Fair k-Center Clustering for Data Summarization ICML 2019 Fairness-Aware Learning for Continuous Attributes and Treatments ICML 2019 Fairness Constraints: A Flexible Approach for Fair Classification JMLR 2019 Fairness risk measures ICML 2019 Fairness Towards Groups of Agents in the Allocation of Indivisible Items IJCAI 2019