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stat.ME2026
A perspective note on likelihood approximation and inference for complex simulation models using a chain of aggregated normalizing flows
Getachew K Befekadu
We present a new perspective on the problem of likelihood approximation within the framework of simulation-based inference that promotes scalable and controllable simulation routin…
stat.ME2026
Simulation-based parameter estimation via a combination of embedded normalizing flows and implied empirical probabilities under moment restrictions
Getachew K. Befekadu
In this work, we present a simulation-based parameter estimation framework for a model defined by a computational simulation of a physical system. We specifically outline an estima…