Open AccessControllable Guarantees for Fair Outcomes via Contrastive Information Estimation
Author(s) -
Umang Gupta,
Aaron Ferber,
Bistra Dilkina,
Greg Ver Steeg
Publication year - 2021
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - Uncategorized
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v35i9.16931
Subject(s) - mutual information , adversary , parity (physics) , computer science , estimator , limiting , classifier (uml) , adversarial system , compromise , generative grammar , artificial intelligence , theoretical computer science , algorithm , mathematics , computer security , statistics , mechanical engineering , social science , physics , particle physics , sociology , engineering