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researcher

R. Ghanem

24 papers hereh-index 395.4k citations206 works total

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

author position
  • middle author6
  • last author17

Across the 23 of 24 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • math.AP3
  • math.DS2
  • math.NA2
  • math.PR2
  • physics.soc-ph2
same name
  • R. Ghanem — 4 papers, h 40
  • R. Ghanem — 2 papers, h 3
  • R. Ghanem — 1 paper, h 9

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
20052022
most citedData-driven probability concentration and sampling on manifold

110 citations · 407 across the 19 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

stat.ME2021

Probabilistic Learning on Manifolds (PLoM) with Partition

Christian Soize, Roger Ghanem

The probabilistic learning on manifolds (PLoM) introduced in 2016 has solved difficult supervised problems for the ``small data'' limit where the number N of points in the training…

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