cs.LG, stat.ML

Fast and Robust Simulation-Based Inference With Optimization Monte Carlo

arXiv:2511.13394v2 Announce Type: replace
Abstract: Bayesian parameter inference for complex stochastic simulators is challenging due to intractable likelihood functions. Existing simulation-based inference methods often require large number of simula…