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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 2023Show all

1 paper · 1 filter

math.ST2023

Consistency of Fractional Graph-Laplacian Regularization in Semi-Supervised Learning with Finite Labels

Adrien Weihs, Matthew Thorpe

Laplace learning is a popular machine learning algorithm for finding missing labels from a small number of labelled feature vectors using the geometry of a graph. More precisely, L…

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