Likelihood-Free Inference with Deep Gaussian Processes

Alexander Aushev, Henri Pesonen, Markus Heinonen +2

In recent years, surrogate models have been successfully used in likelihood-free inference to decrease the number of simulator evaluations. The current state-of-the-art performance…