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researcher

K. Koutroumbas

11 papers hereh-index 223.1k citations144 works total

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

author position
  • first author2
  • middle author3
  • last author6

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CV5
  • stat.ML2
  • astro-ph.IM1
  • cs.LG1
  • stat.CO1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20112017
most citedSimultaneously sparse and low-rank abundance matrix estimation for hyperspectral image unmixing

137 citations · 283 across the 11 of their papers we have counts for

collaborators
Showing stat.MEShow all

1 paper · 1 filter

stat.ME2014

Semisupervised hyperspectral image unmixing using a variational Bayes algorithm

Konstantinos E. Themelis, Athanasios A. Rontogiannis, Konstantinos D. Koutroumbas

This technical report presents a variational Bayes algorithm for semisupervised hyperspectral image unmixing. The presented Bayesian model employs a heavy tailed, nonnegatively tru…

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