Hanke-Raus heuristic rule for iteratively regularized stochastic gradient descent

In this work, we present a novel variant of the stochastic gradient descent method termed as iteratively regularized stochastic gradient descent (IRSGD) method to solve nonlinear ill-posed problems in Hilbert spaces. Under standard assumptions, we demonstrate that the mean square iteration error of...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Bajpai, Harshit, Mittal, Gaurav, Giri, Ankik Kumar
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Numerical Analysis Mathematics - Analysis of PDEs Mathematics - Classical Analysis and ODEs Mathematics - Functional Analysis Mathematics - Numerical Analysis
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!