Concepedia

Karim Lounici

KL

10

Publications

989

Citations

10

H-Index

2007

Active since

Affiliations

Georgia Institute of Technology(Current)

Université Paris Cité

Centre National de la Recherche Scientifique

University College London

ETH Zurich

Karim Lounici is an author at Georgia Institute of Technology specializing in engineering, statistics, and statistical inference.

Top concepts

EngineeringStatisticsData ScienceStatistical InferenceComputer ScienceInverse ProblemsEstimation TheoryDimensionality ReductionEducationProbability

Publications per year

2007–2016

10

Publications

10

Oracle inequalities and optimal inference under group sparsity

Karim Lounici, Massimiliano Pontil, Sara van de Geer · The Annals of Statistics · 2011 · 348 citations · Full text

Concentration inequalities and moment bounds for sample covariance operators

Vladimir Koltchinskii, Karim Lounici · Bernoulli · 2016 · 191 citations · Full text

Spectral Theory, Sample Covariance Operator, Engineering +7

Taking Advantage of Sparsity in Multi-Task Learning

Karim Lounici, Massimiliano Pontil, Alexandre B. Tsybakov et al. · 2009 · 151 citations · Full text

Taking Advantage of Sparsity in Multi-Task Learning

Karim Lounici, Massimiliano Pontil, Alexandre B. Tsybakov et al. · arXiv (Cornell University) · 2009 · 125 citations · Full text

Artificial Intelligence, Mathematical Programming, Engineering +17

Global uniform risk bounds for wavelet deconvolution estimators

Karim Lounici, Richard Nickl · The Annals of Statistics · 2010 · 85 citations · Full text

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