Karim Lounici
Karim Lounici
Statistics Professor, Georgia Institute of Technology
Verified email at math.gatech.edu - Homepage
Title
Cited by
Cited by
Year
Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion
V Koltchinskii, K Lounici, AB Tsybakov
The Annals of Statistics 39 (5), 2302-2329, 2011
6292011
Oracle inequalities and optimal inference under group sparsity
K Lounici, M Pontil, S Van De Geer, AB Tsybakov
The annals of statistics 39 (4), 2164-2204, 2011
3302011
Taking advantage of sparsity in multi-task learning
K Lounici, M Pontil, AB Tsybakov, S Van De Geer
arXiv preprint arXiv:0903.1468, 2009
2752009
Sup-norm convergence rate and sign concentration property of Lasso and Dantzig estimators
K Lounici
Electronic Journal of statistics 2, 90-102, 2008
2402008
High-dimensional covariance matrix estimation with missing observations
K Lounici
Bernoulli 20 (3), 1029-1058, 2014
1592014
Concentration inequalities and moment bounds for sample covariance operators
V Koltchinskii, K Lounici
Bernoulli 23 (1), 110-133, 2017
1582017
Robust matrix completion
O Klopp, K Lounici, AB Tsybakov
Probability Theory and Related Fields 169 (1), 523-564, 2017
972017
Global uniform risk bounds for wavelet deconvolution estimators
K Lounici, R Nickl
The Annals of Statistics 39 (1), 201-231, 2011
852011
Asymptotics and concentration bounds for bilinear forms of spectral projectors of sample covariance
V Koltchinskii, K Lounici
Annales de l'Institut Henri Poincaré, Probabilités et Statistiques 52 (4 …, 2016
792016
PAC-Bayesian bounds for sparse regression estimation with exponential weights
P Alquier, K Lounici
Electronic Journal of Statistics 5, 127-145, 2011
752011
Normal approximation and concentration of spectral projectors of sample covariance
V Koltchinskii, K Lounici
The Annals of Statistics 45 (1), 121-157, 2017
652017
Sparse principal component analysis with missing observations
K Lounici
High dimensional probability VI, 327-356, 2013
472013
Generalized mirror averaging and D-convex aggregation
K Lounici
Mathematical methods of statistics 16 (3), 246-259, 2007
382007
New asymptotic results in principal component analysis
V Koltchinskii, K Lounici
Sankhya A 79 (2), 254-297, 2017
302017
Estimation and variable selection with exponential weights
E Arias-Castro, K Lounici
Electronic Journal of Statistics 8 (1), 328-354, 2014
302014
Variable Selection with Exponential Weights and -Penalization
E Arias-Castro, K Lounici
arXiv preprint arXiv:1208.2635, 2012
92012
Concentration bounds for linear Monge mapping estimation and optimal transport domain adaptation
R Flamary, K Lounici, A Ferrari
arXiv preprint arXiv:1905.10155, 2019
82019
Asymptotics and concentration bounds for spectral projectors of sample covariance
V Koltchinskii, K Lounici
arXiv preprint arXiv:1408.4643, 2014
82014
Estimation statistique en grande dimension, parcimonie et inégalités d'oracle
K Lounici
Paris 7, 2009
62009
Minimax and adaptive estimation of the Wigner function in quantum homodyne tomography with noisy data
K Lounici, K Meziani, G Peyré
arXiv preprint arXiv:1506.06941, 2015
42015
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