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researcher

Martin Benning

University College London

10 papers hereh-index 181.6k citations60 works total

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

author position
  • first author2
  • middle author5
  • last author3

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • math.OC4
  • eess.IV2
  • math.NA2
  • cs.LG1
  • cs.SD1
affiliations
  • University College London
Homepage
same name
  • Martin Benning — 10 papers, h 4
  • Martin Benning — 3 papers
  • Martin Benning — 2 papers, h 1

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
20182026
most citedGeneralised Perceptron Learning

2 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing math.NAShow all

3 papers · 1 filter

math.NA2026

Primal-dual methods and acceleration for Morozov and equality constrained regularization

Diana-Elena Mirciu, Martin Benning, Elena Resmerita

This work develops a regularization analysis of non-accelerated and accelerated primal-dual methods for solving linear inverse problems in the presence of noisy data. We investigat…

math.NA2023

Trust your source: quantifying source condition elements for variational regularisation methods

Martin Benning, Tatiana A. Bubba, Luca Ratti +1

Source conditions are a key tool in regularisation theory that are needed to derive error estimates and convergence rates for ill-posed inverse problems. In this paper, we provide…

math.NA2020

Scanning electron diffraction tomography of strain

Robert Tovey, Duncan N. Johnstone, Sean M. Collins +4

Strain engineering is used to obtain desirable materials properties in a range of modern technologies. Direct nanoscale measurement of the three-dimensional strain tensor field wit…

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