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Gradient sampling algorithm for subsmooth functions

Published in ArXiv.org • Mar 20, 2025
NobleIDNI3P67W81R61S05
Authors:
Dimitris Boskos
,
Jorge Cortés
,
Sonia Martı́nez

Abstract

This paper considers non-smooth optimization problems where we seek to minimize the pointwise maximum of a continuously parameterized family of functions. Since the objective function is given as the solution to a maximization problem, neither its values nor its gradients are available in closed for...

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