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Showing 1-10 of 11 results

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Adaptive sup-norm estimation of the Wigner function in noisy quantum homodyne tomography

Lounici, Karim, Meziani, Katia, and Peyré, Gabriel
The Annals of Statistics Volume 46, Number 3 (June 2018), 1318-1351.

Journal article

Normal approximation and concentration of spectral projectors of sample covariance

Koltchinskii, Vladimir and Lounici, Karim
The Annals of Statistics Volume 45, Number 1 (February 2017), 121-157.

Journal article

Concentration inequalities and moment bounds for sample covariance operators

Koltchinskii, Vladimir and Lounici, Karim
Bernoulli Volume 23, Number 1 (February 2017), 110-133.

Journal article

Asymptotics and concentration bounds for bilinear forms of spectral projectors of sample covariance

Koltchinskii, Vladimir and Lounici, Karim
Annales de l'Institut Henri Poincaré, Probabilités et Statistiques Volume 52, Number 4 (November 2016), 1976-2013.

Journal article

High-dimensional covariance matrix estimation with missing observations

Lounici, Karim
Bernoulli Volume 20, Number 3 (August 2014), 1029-1058.

Journal article

Estimation and variable selection with exponential weights

Arias-Castro, Ery and Lounici, Karim
Electronic Journal of Statistics Volume 8, Number 1 (2014), 328-354.

Journal article

Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion

Koltchinskii, Vladimir, Lounici, Karim, and Tsybakov, Alexandre B.
The Annals of Statistics Volume 39, Number 5 (October 2011), 2302-2329.

Journal article

Oracle inequalities and optimal inference under group sparsity

Lounici, Karim, Pontil, Massimiliano, van de Geer, Sara, and Tsybakov, Alexandre B.
The Annals of Statistics Volume 39, Number 4 (August 2011), 2164-2204.

Journal article

Global uniform risk bounds for wavelet deconvolution estimators

Lounici, Karim and Nickl, Richard
The Annals of Statistics Volume 39, Number 1 (February 2011), 201-231.

Journal article

PAC-Bayesian bounds for sparse regression estimation with exponential weights

Alquier, Pierre and Lounici, Karim
Electronic Journal of Statistics Volume 5, (2011), 127-145.

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