Low Rank Independence Samplers in Bayesian Inverse Problems

D. Andrew Brown, Arvind Saibaba, Sarah Vallélian

In Bayesian inverse problems, the posterior distribution is used to quantify uncertainty about the reconstructed solution. In practice, Markov chain Monte Carlo algorithms often ar…