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researcher

Matthew Thorpe

21 papers hereh-index 172.2k citations35 works total

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

author position
  • first author7
  • middle author5
  • last author9

Across the 21 of 21 papers where every author was matched, so the position is known.

fields
  • math.ST6
  • cs.CV3
  • cs.LG3
  • math.AP2
  • math.OC2
  • stat.ML2
same name
  • Matthew Thorpe — 6 papers, h 2
  • Matthew Thorpe — 3 papers, h 2
  • Matthew Thorpe — 3 papers, h 2

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
20152023
most citedPoisson Learning: Graph Based Semi-Supervised Learning At Very Low Label Rates

29 citations · 79 across the 18 of their papers we have counts for

collaborators
Showing math.OCShow all

2 papers · 1 filter

math.OC2022

Γ-Convergence of an Ambrosio-Tortorelli approximation scheme for image segmentation

Irene Fonseca, Lisa Maria Kreusser, Carola-Bibiane Schönlieb +1

Given an image u0​, the aim of minimising the Mumford-Shah functional is to find a decomposition of the image domain into sub-domains and a piecewise smooth approximation u of…

math.OC2021★ 2 cited

The Linearized Hellinger--Kantorovich Distance

Tianji Cai, Junyi Cheng, Bernhard Schmitzer +1

In this paper we study the local linearization of the Hellinger--Kantorovich distance via its Riemannian structure. We give explicit expressions for the logarithmic and exponential…

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