Simpson's Paradox in Recommender Fairness: Reconciling differences between per-user and aggregated evaluations

Flavien Prost, Ben Packer, Jilin Chen +9

There has been a flurry of research in recent years on notions of fairness in ranking and recommender systems, particularly on how to evaluate if a recommender allocates exposure e…