Statistically Optimal Uncertainty Quantification for Expensive Black-Box Models

Shengyi He, Henry Lam

Uncertainty quantification, by means of confidence interval (CI) construction, has been a fundamental problem in statistics and also important in risk-aware decision-making. In thi…