L-C2ST: Local Diagnostics for Posterior Approximations in Simulation-Based Inference

Julia Linhart, Alexandre Gramfort, Pedro L. C. Rodrigues

Many recent works in simulation-based inference (SBI) rely on deep generative models to approximate complex, high-dimensional posterior distributions. However, evaluating whether o…