Lecture 19: Artificial Neural Networks 3 - Regularization Methods for ANN

Key Word(s): Artificial Neural Networks (ANN), Norm Penalties, Data Augmentation, Sparse Representation, Regularization, Bootstrap-Aggregating (Bagging), Dropout, Artificial Neural Network Optimization

Slides

• PDF | Lecture 19: Artificial Neural Networks 3 - Regularization Methods for ANN
• PPTX | Lecture 19: Artificial Neural Networks 3 - Regularization Methods for ANN

Associated Materials

• PDF | Lecture 19: Artificial Neural Networks 3 - Optimization
• PPTX | Lecture 19: Artificial Neural Networks 3 - Optimization
• Notebook | Standard Section 9: Artificial Neural Networks Continued