Machine Learning, Probabilistic Modelling, Rbm, Deep Belief Network.
algorithm is the Gaussian Mixture Model (GMM). In this GMM model, the assumption is all data points are generated by a mixture of Gaussian models. Instead of modelling the sum of mixture models liked in GMM, RBM takes the product of simple Bernoulli distribution or “product of experts”, the aim to