10702 深度學習

  • 深度學習
  • 第11講 Neural Networks: Optimization & Regularization

第11講 Neural Networks: Optimization & Regularization

課程影音

L11_A
        NN Training
 
L11_B
        Momentum
 
L11_C 
        Adaptive SGD
 
L11_D
        Batch Normalization
 
L11_E
        Curriculum Learning
 
L11_F
        Regularization
 
L11_G
        Weight Decay
 
L11_H
        Data Augmentation
 
L11_I
        Dropout
 
L11_J
        Manifold Regularization & Domain Specific Models