Compressed Active Subspaces for Scalable Bayesian Inference

Thomas Flynn, Sanket Jantre, Byung-Jun Yoon +1

Active subspace methods provide a framework for quantifying predictive uncertainty in high-dimensional models by identifying and performing inference along parameter directions tha…