NLP Reading Group, Dhaka

Tutorial
Deep Learning

Tutorial 4 - Regularization in Deep Neural Nets

Rabiul Awal

  1. Overfitting and preventing overfitting
  2. Classic regularization: norm penalty. L1 and L2 regularization.
  3. Dataset augmentation. Early Stopping.
  4. Co-adaptation and Dropout
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