Offline A/B testing for Recommender Systems

Alexandre Gilotte, Clément Calauzènes, Thomas Nedelec +2

Before A/B testing online a new version of a recommender system, it is usual to perform some offline evaluations on historical data. We focus on evaluation methods that compute an…