132 citations · 604 across the 33 of their papers we have counts for
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cs.DM2012★ 12 cited
The Optimal Uncertainty Algorithm in the Mystic Framework
M. McKerns, H. Owhadi, C. Scovel +2
We have recently proposed a rigorous framework for Uncertainty Quantification (UQ) in which UQ objectives and assumption/information set are brought into the forefront, providing a…
math.PR2012★ 14 cited
Optimal uncertainty quantification for legacy data observations of Lipschitz functions
T. J. Sullivan, M. McKerns, D. Meyer +3
We consider the problem of providing optimal uncertainty quantification (UQ) --- and hence rigorous certification --- for partially-observed functions. We present a UQ framework wi…