Computing Active Subspaces Efficiently with Gradient Sketching

Paul G. Constantine, Armin Eftekhari, Michael B. Wakin

Active subspaces are an emerging set of tools for identifying and exploiting the most important directions in the space of a computer simulation's input parameters; these direction…