Ribbon: Scalable Approximation and Robust Uncertainty Quantification

Graham Gibson, John Tipton, Kellin Rumsey +1

Reliably quantifying predictive uncertainty is difficult for complex, high-dimensional, or misspecified models. Both fully Bayesian and bootstrap resampling methods provide princip…