A Probabilistic Framework for Temporal Distribution Generalization in Industry-Scale Recommender Systems

Yuxuan Zhu, Cong Fu, Yabo Ni +2

Temporal distribution shift (TDS) erodes the long-term accuracy of recommender systems, yet industrial practice still relies on periodic incremental training, which struggles to ca…