Title

第11講 Neural Networks: Optimization & Regularization

Video

L11A

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