Contrastive Neural Ratio Estimation for Simulation-based Inference

Benjamin Kurt Miller, Christoph Weniger, Patrick Forré

Likelihood-to-evidence ratio estimation is usually cast as either a binary (NRE-A) or a multiclass (NRE-B) classification task. In contrast to the binary classification framework,…