Adaptive Gaussian process surrogates for Bayesian inference

Timur Takhtaganov, Juliane Müller

We present an adaptive approach to the construction of Gaussian process surrogates for Bayesian inference with expensive-to-evaluate forward models. Our method relies on the fully…