A Bag of Tricks for Scaling CPU-based Deep FFMs to more than 300m Predictions per Second

Blaž Škrlj, Benjamin Ben-Shalom, Grega Gašperšič +5

Field-aware Factorization Machines (FFMs) have emerged as a powerful model for click-through rate prediction, particularly excelling in capturing complex feature interactions. In t…