Choosing the right MCMC sampler: a systematic benchmark of gradient-free methods

Colin M. Poppelaars, Marcel P. van Daalen

We present a set of metrics and methods for testing and comparing a range of modern gradient-free Markov Chain Monte Carlo (MCMC) samplers against the commonly used Metropolis-Hast…