#compression

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

Variational Lossy Autoencoder

Connecting VAEs to lossy compression and the bits-back coding argument