Concepedia

Elizaveta Levina

EL

51

Publications

8.2K

Citations

32

H-Index

2002

Active since

Affiliations

University of Michigan(Current)

University of California, Berkeley

University of Virginia

The Ohio State University

Google (United States)

Elizaveta Levina is an author at University of Michigan specializing in engineering, data science, and statistics.

Top concepts

EngineeringData ScienceStatisticsBusinessNetwork ScienceNetwork AnalysisGraph TheorySocial Network AnalysisComputer ScienceKnowledge Discovery

Publications per year

2002–2022

51

Publications

51

Regularized estimation of large covariance matrices

Peter J. Bickel, Elizaveta Levina · 2008 · 1.2K citations

Covariance regularization by thresholding

Peter J. Bickel, Elizaveta Levina · 2007 · 1.2K citations

Maximum Likelihood Estimation of Intrinsic Dimension

Elizaveta Levina, Peter J. Bickel · 2004 · 709 citations

The Earth Mover's distance is the Mallows distance: some insights from statistics

Elizaveta Levina, Peter J. Bickel · 2002 · 568 citations

Engineering, Machine Learning, Feature Detection +20

Some theory for Fisher's linear discriminant function, `naive Bayes', and some alternatives when there are many more variables than observations

Peter J. Bickel, Elizaveta Levina · Bernoulli · 2004 · 566 citations · Full text

Classification Method, Engineering, Machine Learning +13

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