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researcher

Caroline Uhler

80 papers hereh-index 415.8k citations128 works total

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

author position
  • sole author2
  • first author3
  • middle author15
  • last author58

Across the 78 of 80 papers where every author was matched, so the position is known.

fields
  • math.ST20
  • stat.ME18
  • cs.LG14
  • stat.ML8
  • math.CO3
  • stat.AP3
same name
  • Caroline Uhler — 14 papers, h 4
  • Caroline Uhler — 6 papers, h 4
  • Caroline Uhler — 2 papers

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
20082024
most citedGeometry of the faithfulness assumption in causal inference

161 citations · 1k across the 69 of their papers we have counts for

collaborators
Showing stat.APShow all

3 papers · 1 filter

stat.AP2019★ 1 cited

Covariance Matrix Estimation under Total Positivity for Portfolio Selection

Raj Agrawal, Uma Roy, Caroline Uhler

Selecting the optimal Markowitz porfolio depends on estimating the covariance matrix of the returns of N assets from T periods of historical data. Problematically, N is typic…

stat.AP2014★ 141 cited

Scalable Privacy-Preserving Data Sharing Methodology for Genome-Wide Association Studies

Fei Yu, Stephen E. Fienberg, Aleksandra Slavković +1

The protection of privacy of individual-level information in genome-wide association study (GWAS) databases has been a major concern of researchers following the publication of "an…

stat.AP2010

Detecting epistasis via Markov bases

Anna-Sapfo Malaspinas, Caroline Uhler

Rapid research progress in genotyping techniques have allowed large genome-wide association studies. Existing methods often focus on determining associations between single loci an…

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