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L. Maia

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Preprint Sep 2026

Convergence Analysis of an Inexact Proximal Trust-Region Method

We analyze an inexact, proximal trust-region algorithm for minimizing the sum of a smooth nonconvex function and a nonsmooth convex function. Our algorithm leverages the proximal gradient as a benchmark to guarantee global convergence. However, evaluating the proximal gradient involves solving a nonsmooth convex optimi...

Robert J. Baraldi, Drew P. Kouri, L. Maia · 0 citations

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