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researcher

Gilad Lerman

78 papers hereh-index 293.2k citations117 works total

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

author position
  • first author16
  • middle author14
  • last author47

Across the 77 of 78 papers where every author was matched, so the position is known.

fields
  • cs.CV20
  • cs.LG15
  • stat.ML13
  • math.OC6
  • math.NA4
  • cs.IT3

identity via Semantic Scholar / OpenAlex

activity
19992026
most citedMedian K-flats for hybrid linear modeling with many outliers

155 citations · 1.6k across the 76 of their papers we have counts for

collaborators
Showing 2014 · stat.MLShow all

1 paper · 2 filters

stat.ML2014★ 21 cited

Riemannian Multi-Manifold Modeling

Xu Wang, Konstantinos Slavakis, Gilad Lerman

This paper advocates a novel framework for segmenting a dataset in a Riemannian manifold M into clusters lying around low-dimensional submanifolds of M. Important examples of $…

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