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20082024
most citedSparse Regularization with Penalty Term

180 citations · 275 across the 19 of their papers we have counts for

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math.OC2022

A square root velocity framework for curves of bounded variation

Markus Grasmair

The square root velocity transform is a powerful tool for the efficient computation of distances between curves. Also, after factoring out reparametrisations, it defines a distance…

math.OC2020

Subgradient-based Lavrentiev regularisation of monotone ill-posed problems

Markus Grasmair, Fredrik Hildrum

We introduce subgradient-based Lavrentiev regularisation of the form \begin{equation*} \mathcal{A}(u) + α\partial \mathcal{R}(u) \ni f^δ\end{equation*} for linear and nonlinear ill…

math.OC2020

Source Conditions for non-quadratic Tikhonov Regularisation

Markus Grasmair

In this paper we consider convex Tikhonov regularisation for the solution of linear operator equations on Hilbert spaces. We show that standard fractional source conditions can be…

math.OC2011

Variational Inequalities and Improved Convergence Rates for Tikhonov Regularisation on Banach Spaces

Markus Grasmair

In this paper we derive higher order convergence rates in terms of the Bregman distance for Tikhonov like convex regularisation for linear operator equations on Banach spaces. The…

math.OC2011

An Approach to the Minimization of the Mumford-Shah Functional using Γ-convergence and Topological Asymptotic Expansion

Markus Grasmair, Monika Muszkieta, Otmar Scherzer

In this paper, we present a method for the numerical minimization of the Mumford-Shah functional that is based on the idea of topological asymptotic expansions. The basic idea is t…

math.OC2009★ 44 cited

The Residual Method for Regularizing Ill-Posed Problems

Markus Grasmair, Markus Haltmeier, Otmar Scherzer

Although the \emph{residual method}, or \emph{constrained regularization}, is frequently used in applications, a detailed study of its properties is still missing. This sharply con…