collaborators

1 paper

stat.ME2026

Perturbative adaptive importance sampling for Bayesian LOO cross-validation

Joshua C Chang, Xiangting Li, Tianyi Su +4

Importance sampling (IS) is an efficient stand-in for model refitting in performing (LOO) cross-validation (CV) on a Bayesian model. IS inverts the Bayesian update for a single obs…