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researcher

James M. Murphy

Tufts University

21 papers hereh-index 14566 citations46 works total

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

author position
  • sole author1
  • first author3
  • middle author5
  • last author12

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

fields
  • stat.ML8
  • cs.CV6
  • cs.LG5
  • math.FA1
  • math.SP1
affiliations
  • Tufts University
same name
  • James M. Murphy — 6 papers, h 1
  • James M. Murphy — 3 papers, h 5
  • James M. Murphy — 3 papers, h 1
  • James M. Murphy — 2 papers, h 2
  • James M. Murphy — 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
20172023
most citedFermat Distances: Metric Approximation, Spectral Convergence, and Clustering Algorithms

2 citations · 7 across the 10 of their papers we have counts for

collaborators
Showing 2021 · cs.LGShow all

2 papers · 2 filters

cs.LG2021

Multiscale Clustering of Hyperspectral Images Through Spectral-Spatial Diffusion Geometry

Sam L. Polk, James M. Murphy

Clustering algorithms partition a dataset into groups of similar points. The primary contribution of this article is the Multiscale Spatially-Regularized Diffusion Learning (M-SRDL…

cs.LG2021

A Multiscale Environment for Learning by Diffusion

James M. Murphy, Sam L. Polk

Clustering algorithms partition a dataset into groups of similar points. The clustering problem is very general, and different partitions of the same dataset could be considered co…

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