Conditional diffusions for amortized neural posterior estimation

Tianyu Chen, Vansh Bansal, James G. Scott

Neural posterior estimation (NPE), a simulation-based computational approach for Bayesian inference, has shown great success in approximating complex posterior distributions. Exist…