iFair: Learning Individually Fair Data Representations for Algorithmic Decision Making

Preethi Lahoti, Krishna P. Gummadi, Gerhard Weikum

People are rated and ranked, towards algorithmic decision making in an increasing number of applications, typically based on machine learning. Research on how to incorporate fairne…