Overview of Industrial CTR Prediction

Hand-crafted Feature Engineering 1. Feature Interaction Learning no interaction, pair-wise interaction (inner-product, outer-product, convolutional, attention and etc.),  high-order interaction (explicitly, implicit) No interaction: LR, GBDT+LR…