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researcher

Genevera I. Allen

42 papers hereh-index 282.9k citations107 works total

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

author position
  • sole author2
  • first author6
  • middle author9
  • last author25

Across the 42 of 42 papers where every author was matched, so the position is known.

fields
  • stat.ME17
  • stat.ML16
  • math.ST3
  • stat.AP3
  • cs.SI1
  • physics.med-ph1
same name
  • Genevera I. Allen — 6 papers, h 2
  • Genevera I. Allen — 6 papers, h 4
  • Genevera I. Allen — 3 papers, h 1
  • Genevera I. Allen — 2 papers, h 3
  • Genevera I. Allen — 1 paper, h 1

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
20092023
most citedTransposable regularized covariance models with an application to missing data imputation

86 citations · 467 across the 40 of their papers we have counts for

collaborators
Showing 2013 · stat.MLShow all

1 paper · 2 filters

stat.ML2013★ 29 cited

Sparse and Functional Principal Components Analysis

Genevera I. Allen, Michael Weylandt

Regularized variants of Principal Components Analysis, especially Sparse PCA and Functional PCA, are among the most useful tools for the analysis of complex high-dimensional data.…

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