The Evolution of Embedding Table Optimization and Multi-Epoch Training in Pinterest Ads Conversion

Andrew Qiu, Shubham Barhate, Hin Wai Lui +7

Deep learning for conversion prediction has found widespread applications in online advertising. These models have become more complex as they are trained to jointly predict multip…