Volodimir Begy

Likelihood-free MCMC with Amortized Approximate Ratio Estimators

2019 · arXiv (Cornell University)

Posterior inference with an intractable likelihood is becoming an increasingly common task in scientific domains which rely on sophisticated computer simulations. Typically, these forward models do not admit tractable densities forcing practitioners to make use …