2023
L-C2ST: Local Diagnostics for Posterior Approximations in Simulation-Based Inference
NeurIPS 2023poster
Many recent works in simulation-based inference (SBI) rely on deep generative models to approximate complex, high-dimensional posterior distributions. However, evaluating whether or not these approximations can be trusted remains a challenge. Most approaches evaluate the posterior estimator only in…