Non-Asymptotic Uncertainty Quantification in High-Dimensional Learning

Frederik Hoppe, Claudio Mayrink Verdun, Hannah Laus +2

Uncertainty quantification (UQ) is a crucial but challenging task in many high-dimensional regression or learning problems to increase the confidence of a given predictor. We devel…