Randomized Maximum Likelihood via High-Dimensional Bayesian Optimization

Valentin Breaz, Richard Wilkinson

Posterior sampling for high-dimensional Bayesian inverse problems is a common challenge in real-world applications. Randomized Maximum Likelihood (RML) is an optimization based met…