Title

第11講 Neural Networks: Optimization & Regularization

Syllabus

章節大綱

L11A
        NN Training
 
L11B
        Momentum
 
L11C 
        Adaptive SGD
 
L11D
        Batch Normalization
 
L11E
        Curriculum Learning
 
L11F
        Regularization
 
L11G
        Weight Decay
 
L11H
        Data Augmentation
 
L11I
        Dropout
 
L11J
        Manifold Regularization & Domain Specific Models