The Ill-defined Problem of Maximum Likelihood Estimation
Why we use maximum likelihood for density estimation, when it breaks down (especially on real-world data), and what can be done about it.
Training a VAE on MNIST from scratch using Keras.
Restricted Boltzmann Machine and Contrastive Divergence
RBM training with CD from scratch on MNIST data.