Direct Amortized Likelihood Ratio Estimation

Adam D. Cobb, Brian Matejek, Daniel Elenius +2

We introduce a new amortized likelihood ratio estimator for likelihood-free simulation-based inference (SBI). Our estimator is simple to train and estimates the likelihood ratio us…