Inf-convolution and regularization of convex functions on Riemannian manifolds of nonpositive curvature
classification
🧮 math.DG
math.OC
keywords
functionsconvexcurvatureinf-convolutionmanifoldsnonpositiveriemanniansome
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We show how an operation of inf-convolution can be used to approximate convex functions with $C^{1}$ smooth convex functions on Riemannian manifolds with nonpositive curvature (in a manner that not only is explicit but also preserves some other properties of the original functions, such as ordering, symmetries, infima and sets of minimizers), and we give some applications.
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