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Fairness

3337 directly classified papers

Papers per year

Papers

Analyzing Gender Bias in Student Evaluations COLING 2016
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings NIPS 2016
False Discovery Rate Control and Statistical Quality Assessment of Annotators in Crowdsourced Ranking ICML 2016
Equality of Opportunity in Supervised Learning NIPS 2016
Fairness in Learning: Classic and Contextual Bandits NIPS 2016
Satisfying Real-world Goals with Dataset Constraints NIPS 2016
Fairness in Multi-Agent Sequential Decision-Making NIPS 2014
Decision-Making Authority, Team Efficiency and Human Worker Satisfaction in Mixed Human-Robot Teams RSS 2014
Unbiased Metric Learning: On the Utilization of Multiple Datasets and Web Images for Softening Bias ICCV 2013
Learning Fair Representations ICML 2013
Clustering Oligarchies AISTATS 2013
Ranking annotators for crowdsourced labeling tasks NIPS 2011