Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation

Simon Dirmeier, Carlo Albert, Fernando Perez-Cruz

Neural likelihood estimation methods for simulation-based inference can suffer from performance degradation when the modeled data is very high-dimensional or lies along a lower-dim…