Fast and Robust Simulation-Based Inference With Optimization Monte Carlo

Vasilis Gkolemis, Christos Diou, Michael U. Gutmann

Bayesian parameter inference for complex stochastic simulators is challenging due to intractable likelihood functions. Existing simulation-based inference methods often require lar…