Exchange Monte Carlo Sampling From Bayesian Posterior for Singular Learning Machines

摘要

Many singular learning machines such as neural networks, normal mixtures, Bayesian networks, and hidden Markov models belong to singular learning machines and are widely used in practical information systems. In these learning machines, it is w