An Epigraphical Approach to the Representer Theorem - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Journal Articles Journal of Convex Analysis Year : 2021

An Epigraphical Approach to the Representer Theorem

Une approche épigraphique pour le théorème des représentants

Abstract

Describing the solutions of inverse problems arising in signal or image processing is an important issue both for theoretical and numerical purposes. We propose a principle which describes the solutions to convex variational problems involving a finite number of measurements. We discuss its optimality on various problems concerning the recovery of Radon measures.
Fichier principal
Vignette du fichier
article.pdf (347.92 Ko) Télécharger le fichier
Origin Files produced by the author(s)
Loading...

Dates and versions

hal-02424908 , version 1 (30-12-2019)
hal-02424908 , version 2 (03-08-2020)

Identifiers

Cite

Vincent Duval. An Epigraphical Approach to the Representer Theorem. Journal of Convex Analysis, 2021, 28 (3). ⟨hal-02424908v2⟩
177 View
115 Download

Altmetric

Share

Gmail Mastodon Facebook X LinkedIn More