Preprint Open access
Spectra: Exact Component Transport for Test-Time Prior Adaptation in Simulation-Based Inference
Simulation-based inference (SBI) has become a powerful approach to Bayesian inference in complex scientific models whose likelihoods are difficult or impossible to evaluate. Amortized SBI learns reusable inference models from simulated data, enabling rapid posterior inference for new observations, and modern generative …