Machine Learning, Mathematics, Math, Math For Machine Learning, Data Science.
Regularization 5 | Data Augmentation 6 | Early Stopping 7 | Max-Norm Regularization 8 | Batch Normalization 9 | Weight Decay 10 | Total Variation Regularization Chapter 6 — Information Theory Information Theory, Inference and Learning Algorithms David MacKay: Information Theory, Pattern Recognition