Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty

Jiayu Li, Ziyi Ye, Guohao Jian +4

Can a recommendation model be self-aware? This paper investigates the recommender's self-awareness by quantifying its uncertainty, which provides a label-free estimation of its per…