Improving the Accuracy of Amortized Model Comparison with Self-Consistency
arXiv:2508.20614v3 Announce Type: replace
Abstract: Amortized Bayesian model comparison (BMC) enables fast probabilistic ranking of models via simulation-based training of neural surrogates. However, the accuracy of neural surrogates deteriorates when…