Sequential Implicit Sampling Methods for Bayesian Inverse Problems

The solutionto the inverse problems under the Bayesian framework is given by a posterior probability density. For large-scale problems, sampling the posterior can be an extremely challenging task. Markov chain Monte Carlo provides a general way for sampling but it can be computationally expensive. G... View More