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Fairness

3337 directly classified papers

Papers per year

Papers

The Price of Fair PCA: One Extra dimension NIPS 2018
Fair and Diverse DPP-Based Data Summarization ICML 2018
Residual Unfairness in Fair Machine Learning from Prejudiced Data ICML 2018
The Social and the Neural Network: How to Make Natural Language Processing about People again NAACL 2018
Scalable Deletion-Robust Submodular Maximization: Data Summarization with Privacy and Fairness Constraints ICML 2018
Cross-cultural differences in language markers of depression online NAACL 2018
Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation EMNLP 2018
Delayed Impact of Fair Machine Learning ICML 2018
Dynamic Fair Division Problem with General Valuations IJCAI 2018
Automatic Detection of Fake News COLING 2018
Nonoverlap-Promoting Variable Selection ICML 2018
Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer NIPS 2018
Algorithms for Fair Load Shedding in Developing Countries IJCAI 2018
A Reductions Approach to Fair Classification ICML 2018
Preventing Disparate Treatment in Sequential Decision Making IJCAI 2018
Fast Threshold Tests for Detecting Discrimination AISTATS 2018
Unleashing Linear Optimizers for Group-Fair Learning and Optimization COLT 2018
Achieving Non-Discrimination in Prediction IJCAI 2018
Nonconvex Optimization for Regression with Fairness Constraints ICML 2018
Automated Scoring: Beyond Natural Language Processing COLING 2018
Learning with Complex Loss Functions and Constraints AISTATS 2018
Equality of Opportunity in Classification: A Causal Approach NIPS 2018
Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making NIPS 2018
Probably Approximately Metric-Fair Learning ICML 2018
Why Is My Classifier Discriminatory? NIPS 2018