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Stochastics and Statistics Seminar Dan Mikulincer, MIT

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The Brownian transport map

Dan Mikulincer, MIT
E18-304

Abstract: The existence of a transport map from the standard Gaussian leads to succinct​representations for, potentially complicated, measures.​ Inspired by result from optimal transport, we introduce the Brownian transport map that pushes forward the Wiener measure to a target measure in a finite-dimensional Euclidean space. Using tools from Ito's and Malliavin's calculus, we show that the map is Lipschitz…

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