A Missing Information Loss function for implicit feedback datasets

Juan Arévalo, Juan Ramón Duque, Marco Creatura

Latent factor models for Recommender Systems with implicit feedback typically treat unobserved user-item interactions (i.e. missing information) as negative feedback. This is frequ…