Nathan Wycoff

Sequential Learning of Active Subspaces

2021 · arXiv (Cornell University)

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 evaluations of the target function. In the event of …