270 citations · 1.5k across the 27 of their papers we have counts for
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stat.ME2016★ 1 cited
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.ME2014★ 4 cited
Minimum Local Distance Density Estimation
Vikram V. Garg, Luis Tenorio, Karen Willcox
We present a local density estimator based on first order statistics. To estimate the density at a point, , the original sample is divided into subsets and the average minimum s…