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Cristiano Parenti

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Jul 2026

PnP-IPA: A Provably Convergent Plug-and-Play Inexact Proximal Algorithm for Nonconvex Imaging Problems

This paper proposes a new splitting strategy that evaluates the proximal operator of the scaled implicit regularizer inexactly, and establishes global convergence to a stationary point of the nonconvex objective without imposing any assumption on the regularization parameter.

Cristiano Parenti, S. Bonettini, M. Prato · 1 citation

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