Parallel Gaussian process surrogate Bayesian inference with noisy likelihood evaluations

Marko Järvenpää, Michael Gutmann, Aki Vehtari +1

We consider Bayesian inference when only a limited number of noisy log-likelihood evaluations can be obtained. This occurs for example when complex simulator-based statistical mode…