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02/26/2020
Fair Learning with Private Demographic Data
Sensitive attributes such as race are rarely available to learners in re...
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12/07/2018
From Fair Decision Making to Social Equality
The study of fairness in intelligent decision systems has mostly ignored...
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05/02/2016
Tradeoffs for Space, Time, Data and Risk in Unsupervised Learning
Faced with massive data, is it possible to trade off (statistical) risk,...
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03/12/2015
