#regularization

2 pages

Keeping Neural Networks Simple by Minimizing the Description Length of the Weights

Hinton's MDL approach to neural network regularization through noisy weights

Recurrent Neural Network Regularization

How to apply dropout to LSTMs without disrupting memory dynamics