Variational methods for simulation-based inference

Manuel Glöckler, Michael Deistler, Jakob H. Macke

We present Sequential Neural Variational Inference (SNVI), an approach to perform Bayesian inference in models with intractable likelihoods. SNVI combines likelihood-estimation (or…