14 citations · 72 across the 29 of their papers we have counts for
Showing 2016 · stat.MEShow all
2 papers · 2 filters
stat.ME2016
Goal-oriented optimal approximations of Bayesian linear inverse problems
Alessio Spantini, Tiangang Cui, Karen Willcox +2
We propose optimal dimensionality reduction techniques for the solution of goal-oriented linear-Gaussian inverse problems, where the quantity of interest (QoI) is a function of the…
stat.ME2016
Sequential Bayesian optimal experimental design via approximate dynamic programming
Xun Huan, Youssef M. Marzouk
The design of multiple experiments is commonly undertaken via suboptimal strategies, such as batch (open-loop) design that omits feedback or greedy (myopic) design that does not ac…