132 citations · 604 across the 33 of their papers we have counts for
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math.PR2010
Equivalence of concentration inequalities for linear and non-linear functions
Timothy John Sullivan, Houman Owhadi
We consider a random variable that takes values in a (possibly infinite-dimensional) topological vector space . We show that, with respect to an appropriate "norma…
math.PR2010★ 132 cited
Optimal Uncertainty Quantification
Houman Owhadi, Clint Scovel, Timothy John Sullivan +2
We propose a rigorous framework for Uncertainty Quantification (UQ) in which the UQ objectives and the assumptions/information set are brought to the forefront. This framework, whi…