Patrik Dokoupil

Candidate Retrieval for Provider Fairness under Severe Recommendation Imbalance

Provider fairness in recommender systems is commonly addressed through reranking, which assumes that the candidate set already contains sufficient items from under-exposed provider groups. We study a setting in which this assumption breaks down: catalog representation does not translate into recommendation exposure, an...