Providing Previously Unseen Users Fair Recommendations Using Variational Autoencoders

Bjørnar Vassøy, Helge Langseth, Benjamin Kille

An emerging definition of fairness in machine learning requires that models are oblivious to demographic user information, e.g., a user's gender or age should not influence the mod…