Distribution-Aware End-to-End Embedding for Streaming Numerical Features in Click-Through Rate Prediction

Jiahao Liu, Hongji Ruan, Weimin Zhang +7

This paper explores effective numerical feature embedding for Click-Through Rate prediction in streaming environments. Conventional static binning methods rely on offline statistic…