RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders

Danil Gusak, Gleb Mezentsev, Ivan Oseledets +1

Scalability is a major challenge in modern recommender systems. In sequential recommendations, full Cross-Entropy (CE) loss achieves state-of-the-art recommendation quality but con…