Sequential Learning of Active Subspaces

Nathan Wycoff, Mickaël Binois, Stefan M. Wild

Abstract: In recent years, active subspace methods (ASMs) have become a popular means of performing subspace sensitivity analysis on black-box functions. Naively applied, however, ASMs require gradient evalu...