Compositional amortized inference for large-scale hierarchical Bayesian models

Jonas Arruda, Vikas Pandey, Catherine Sherry +4

Amortized Bayesian inference (ABI) with neural networks has emerged as a powerful simulation-based approach for estimating complex mechanistic models. However, extending ABI to hie…