Feasibility-based fixed point networks

Abstract Inverse problems consist of recovering a signal from a collection of noisy measurements. These problems can often be cast as feasibility problems; however, additional regularization is typically necessary to ensure accurate and stable recovery with respect to data perturbations. Hand-chosen...

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Bibliographic Details
Main Authors: Howard Heaton, Samy Wu Fung, Aviv Gibali, Wotao Yin
Format: Article
Language:English
Published: SpringerOpen 2021-11-01
Series:Fixed Point Theory and Algorithms for Sciences and Engineering
Subjects:
Online Access:https://doi.org/10.1186/s13663-021-00706-3