Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Prediction Models

Zhao-Yu Zhang, Xiang-Rong Sheng, Yujing Zhang +4

Deep learning techniques have been applied widely in industrial recommendation systems. However, far less attention has been paid to the overfitting problem of models in recommenda…