Random Isn't Always Fair: Candidate Set Imbalance and Exposure Inequality in Recommender Systems

Amanda Bower, Kristian Lum, Tomo Lazovich +2

Traditionally, recommender systems operate by returning a user a set of items, ranked in order of estimated relevance to that user. In recent years, methods relying on stochastic o…