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M. Burger

106 papers hereh-index 5513.1k citations288 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author4
  • first author50
  • middle author29
  • last author20

Across the 103 of 106 papers where every author was matched, so the position is known.

fields
  • math.AP36
  • math.NA32
  • math.OC16
  • cs.CV4
  • cs.LG4
  • math.ST4
same name
  • M. Burger — 27 papers, h 29
  • M. Burger — 3 papers, h 22
  • M. Burger — 2 papers, h 9
  • M. Burger — 2 papers, h 1
  • M. Burger — 1 paper, h 1
  • M. Burger — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20112024
most citedMaximum-A-Posteriori Estimates in Linear Inverse Problems with Log-concave Priors are Proper Bayes Estimators

55 citations · 598 across the 84 of their papers we have counts for

collaborators
Showing 2015 · math.OCShow all

2 papers · 2 filters

math.OC2015★ 1 cited

Bregman Distances in Inverse Problems and Partial Differential Equation

Martin Burger

The aim of this paper is to provide an overview of recent development related to Bregman distances outside its native areas of optimization and statistics. We discuss approaches in…

math.OC2015

Regularization with Sparse Vector Fields: From Image Compression to TV-type Reconstruction

Eva-Maria Brinkmann, Martin Burger, Joana Grah

This paper introduces a novel variational approach for image compression motivated by recent PDE-based approaches combining edge detection and Laplacian inpainting. The essential f…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.