Preprint Open access
Hybrid Neural Simulation-Based Inference for Robust Applications and Limited-Budget Scenarios
We develop two hybrid techniques that approach the performance of neural simulation-based inference (NSBI) analyses while substantially reducing the computational cost of inference and preserving some or all of the reliability guarantees of parametric methods. The first approach is broadly applicable, while the second …