NUCLEAR-NORM PENALIZATION AND OPTIMAL RATES FOR NOISY LOW-RANK MATRIX COMPLETION von Koltchinskii, Vladimir, Lounici, Karim, Tsybakov, Alexandre B.

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Simultaneous Analysis of Lasso and Dantzig Selector von Bickel, Peter J., Ritov, Ya'acov, Tsybakov, Alexandre B.

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ORACLE INEQUALITIES AND OPTIMAL INFERENCE UNDER GROUP SPARSITY von Lounici, Karim, Pontil, Massimiliano, van de Geer, Sara, Tsybakov, Alexandre B.

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Fast Learning Rates for Plug-In Classifiers von Audibert, Jean-Yves, Tsybakov, Alexandre B.

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SPARSE RECOVERY UNDER MATRIX UNCERTAINTY von Rosenbaum, Mathieu, Tsybakov, Alexandre B.

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Optimal Aggregation of Classifiers in Statistical Learning von Tsybakov, Alexandre B.

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On estimation of nonsmooth functionals of sparse normal means von Collier, O., Comminges, L., Tsybakov, A. B.

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Sparse regression learning by aggregation and Langevin Monte-Carlo von Dalalyan, A.S., Tsybakov, A.B.

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Sparsity oracle inequalities for the Lasso von Bunea, Florentina, Tsybakov, Alexandre, Wegkamp, Marten

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Estimation of low-rank covariance function von Koltchinskii, V., Lounici, K., Tsybakov, A.B.

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Asymptotically exact nonparametric hypothesis testing in sup-norm and at a fixed point von LEPSKI, O. V, TSYBAKOV, A. B

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Comment: "Minimax estimation of large covariance matrices under ℓ1-norm von Rigollet, P., Tsybakov, A.B.

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SPADES AND MIXTURE MODELS von Bunea, Florentina, Tsybakov, Alexandre B., Wegkamp, Marten H., Barbu, Adrian

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ADAPTIVE ROBUST ESTIMATION IN SPARSE VECTOR MODEL von Comminges, L., Collier, O., Ndaoud, M., Tsybakov, A. B.

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Minimax Theory of Image Reconstruction von Korostelev, A.P, Tsybakov, A.B

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Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity von Dalalyan, A., Tsybakov, A.B.

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Classification of sparse high-dimensional vectors von Ingster, Yuri I., Pouet, Christophe, Tsybakov, Alexandre B.

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Minimax Theory of Image Reconstruction von Korostelev, A. P, Tsybakov, A. B

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Linear and convex aggregation of density estimators von Rigollet, Ph, Tsybakov, A. B.

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Optimal Change-Point Estimation from Indirect Observations von Goldenshluger, A., Tsybakov, A., Zeevi, A.

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