8 citations · 8 across the 2 of their papers we have counts for
2 papers
stat.ME2022
Prediction Intervals for Simulation Metamodeling
Henry Lam, Haofeng Zhang
Simulation metamodeling refers to the construction of lower-fidelity models to represent input-output relations using few simulation runs. Stochastic kriging, which is based on Gau…
stat.ML2021★ 8 cited
Learning Prediction Intervals for Regression: Generalization and Calibration
Haoxian Chen, Ziyi Huang, Henry Lam +2
We study the generation of prediction intervals in regression for uncertainty quantification. This task can be formalized as an empirical constrained optimization problem that mini…