The Statistical Accuracy of Neural Posterior and Likelihood Estimation

David T. Frazier, Ryan Kelly, Christopher Drovandi +1

Neural posterior estimation (NPE) and neural likelihood estimation (NLE) are machine learning approaches that provide accurate posterior, and likelihood, approximations in complex…