Mohamed Hebiri

Statistics

Publications

Citations

584

H-Index

Active since

2008

Affiliations

Laboratoire d’Analyse et de Mathématiques Appliquées(Current)

Laboratoire de Mathématiques d'Orsay

Université Gustave Eiffel

Centre National de la Recherche Scientifique

Institut de Mécanique Céleste et de Calcul des Éphémérides

Mohamed Hebiri is an author at Laboratoire d’Analyse et de Mathématiques Appliquées specializing in engineering, statistics, and statistical inference.

Top concepts

StatisticsEngineeringStatistical InferenceData ScienceMachine LearningPublic HealthComputer ScienceInverse ProblemsPattern RecognitionFunctional Data Analysis

Publications per year

2008–2021

Publications

On the prediction performance of the Lasso

Arnak S. Dalalyan, Mohamed Hebiri, Johannes Lederer · Bernoulli · 2016 · 150 citations · Full text

Sparse Representation, Engineering, Machine Learning +13

How Correlations Influence Lasso Prediction

Mohamed Hebiri, Johannes Lederer · IEEE Transactions on Information Theory · 2012 · 110 citations · Full text

Standard Tuning Parameters, Engineering, Machine Learning +12

The Smooth-Lasso and other ℓ1+ℓ2-penalized methods

Mohamed Hebiri, Sara van de Geer · Electronic Journal of Statistics · 2011 · 86 citations · Full text

Lasso Estimator, Sparse Representation, Engineering +11

Some theoretical results on the Grouped Variables Lasso

Ch. Chesneau, Mohamed Hebiri · Mathematical Methods of Statistics · 2008 · 53 citations

Rank-penalized estimation of a quantum system

Pierre Alquier, Cristina Butucea, Mohamed Hebiri et al. · Physical Review A · 2013 · 25 citations · Full text

Quantum Science, Penalized Estimator, Quantum Tomography +14

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