Likelihood-free Posterior Density Learning for Uncertainty Quantification in Inference Problems

Rui Zhang, Oksana A. Chkrebtii, Dongbin Xiu

Generative models and those with computationally intractable likelihoods are widely used to describe complex systems in the natural sciences, social sciences, and engineering. Fitt…