Designing fairly fair classifiers via economic fairness notions

S Hossain, A Mladenovic, N Shah - Proceedings of The Web …, 2020 - dl.acm.org
The past decade has witnessed a rapid growth of research on fairness in machine learning.
In contrast, fairness has been formally studied for almost a century in microeconomics in the …

[PDF][PDF] Designing Fairly Fair Classifiers Via Economic Fairness Notions

S Hossain, A Mladenovic, N Shah - 2020 - safwanhossain.github.io
Machine learning algorithms are now ubiquitously used to automate decisions which affect
human lives (eg deciding credit ratings, filtering resumes of job applicants, or making …

[PDF][PDF] Designing Fairly Fair Classifiers Via Economic Fairness Notions

S Hossain, A Mladenovic, N Shah - participatoryml.github.io
Machine learning algorithms are now ubiquitously used to automate decisions which affect
human lives (eg deciding credit ratings, filtering resumes of job applicants, or making …

[PDF][PDF] Designing Fairly Fair Classifiers Via Economic Fairness Notions

S Hossain, A Mladenovic, N Shah - researchgate.net
Machine learning algorithms are now ubiquitously used to automate decisions which affect
human lives (eg deciding credit ratings, filtering resumes of job applicants, or making …

[PDF][PDF] Designing Fairly Fair Classifiers Via Economic Fairness Notions

S Hossain, A Mladenovic, N Shah - cs.toronto.edu
Machine learning algorithms are now ubiquitously used to automate decisions which affect
human lives (eg deciding credit ratings, filtering resumes of job applicants, or making …

[PDF][PDF] Designing Fairly Fair Classifiers Via Economic Fairness Notions

S Hossain, A Mladenovic, N Shah - cs.utoronto.ca
Machine learning algorithms are now ubiquitously used to automate decisions which affect
human lives (eg deciding credit ratings, filtering resumes of job applicants, or making …

[PDF][PDF] Designing Fairly Fair Classifiers Via Economic Fairness Notions

S Hossain, A Mladenovic, N Shah - cs.toronto.edu
Machine learning algorithms are now ubiquitously used to automate decisions which affect
human lives (eg deciding credit ratings, filtering resumes of job applicants, or making …