Open AccessFair Regression via Plug-in Estimator and Recalibration With Statistical Guarantees
Author(s) -
Evgenii Chzhen,
Christophe Denis,
Mohamed Hebiri,
Luca Oneto,
Massimiliano Pontil
Publication year - 2020
Publication title -
hal (le centre pour la communication scientifique directe)
Language(s) - English
Resource type - Conference proceedings
Subject(s) - estimator , computer science , constraint (computer aided design) , regression , discretization , regression analysis , mathematical optimization , function (biology) , algorithm , mathematics , machine learning , statistics , mathematical analysis , geometry , evolutionary biology , biology