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Tom Needham

28 papers hereh-index 15550 citations38 works total

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

author position
  • sole author3
  • first author6
  • middle author13
  • last author6

Across the 28 of 28 papers where every author was matched, so the position is known.

fields
  • math.MG6
  • math.DG5
  • cs.CG4
  • math.AT4
  • math.FA4
  • cs.LG2
same name
  • Tom Needham — 8 papers, h 2
  • Tom Needham — 7 papers, h 2
  • Tom Needham — 4 papers, h 1
  • Tom Needham — 3 papers, h 1
  • Tom Needham — 2 papers, h 2
  • Tom Needham — 1 paper, h 0

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
20172026
most citedGeneralized Spectral Clustering via Gromov-Wasserstein Learning

13 citations · 77 across the 21 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

math.OC2026

Certifiably Correct Fréchet Means in Orbit Spaces

Dustin G. Mixon, Tom Needham, Nathan Willey

We study Fréchet means in orbit spaces of finite orthogonal group actions. Since computing these means is NP-hard in general, we take inspiration from group synchronization to deve…

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