Sampling Sparse Representations with Randomized Measurement Langevin Dynamics

Stochastic Gradient Langevin Dynamics (SGLD) have been widely used for Bayesian sampling from certain probability distributions, incorporating derivatives of the log-posterior. With the derivative ...