Adaptive Regularization for Large-Scale Sparse Feature Embedding Models

Mang Li, Wei Lyu

The one-epoch overfitting problem has drawn widespread attention, especially in CTR and CVR estimation models in search, advertising, and recommendation domains. These models which…