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…