4. Mathematics
  5. Statistics Theory

Karim Lounici

Mathematics – Statistics Theory

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PMA

Global uniform risk bounds for wavelet deconvolution estimators

Mathematics – Statistics Theory
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High-dimensional covariance matrix estimation with missing observations

Mathematics – Statistics Theory
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High-dimensional stochastic optimization with the generalized Dantzig estimator

Mathematics – Statistics Theory
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Nuclear norm penalization and optimal rates for noisy low rank matrix completion

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Optimal spectral norm rates for noisy low-rank matrix completion

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