Hands-On Unsupervised Learning with Python

Further reading

• Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion, Vincent, P., Larochelle, H., Lajoie, I., Bengio, Y., and Manzagol, P., Journal of Machine Learning Research 11, 2010
• Sparse Autoencoder, CS294A, Ng, A., Stanford University
• Auto-Encoding Variational Bayes, Kingma. D. P. and Welling, M., arXiv:1312.6114 [stat.ML]
• Theoretical Neuroscience, Dayan, P. and Abbott, L. F., The MIT Press, 2005
• Optimal Unsupervised Learning in a Single-Layer Linear Feedforward Neural Network, Neural Networks, Sanger, T. D., 2, 1989
• A Self-Organizing Network for Principal-Components Analysis, Europhysics Letters, Rubner, J. and Tavan, P., 10(7), 1989
• Information Processing in Dynamical ...