Towards Fairness in Personalized Ads Using Impression Variance Aware Reinforcement Learning

Aditya Srinivas Timmaraju, Mehdi Mashayekhi, Mingliang Chen +9

Variances in ad impression outcomes across demographic groups are increasingly considered to be potentially indicative of algorithmic bias in personalized ads systems. While there…