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I'm Reading Cédric Villani's Topics in Optimal Transportation. In his proof of Brenier's Polar factorization theorem he writes: "If we exhibit $s$ such that $s # \lambda = \nu$ and $s = \nabla \varphi \circ h$ for some convex function $\varphi$..."

Why can we assume such a representation exists? Why can we assume $\varphi$ is convex?

The proof in question: p.120

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I don't think you can assume that such a representation exists. The point of the proof is to show that such an $s$ exists. – Deane Yang May 3 2011 at 3:49

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