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

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ESTIMATION OF HIGH-DIMENSIONAL LOW-RANK MATRICES von Rohde, Angelika, 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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ORACLE INEQUALITIES FOR NETWORK MODELS AND SPARSE GRAPHON ESTIMATION von Klopp, Olga, Tsybakov, Alexandre B., Verzelen, Nicolas

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SLOPE MEETS LASSO: IMPROVED ORACLE BOUNDS AND OPTIMALITY von Bellec, Pierre C., Lecué, Guillaume, Tsybakov, Alexandre B.

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Robust matrix completion von Klopp, Olga, Lounici, Karim, Tsybakov, Alexandre B.

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MINIMAX ESTIMATION OF LINEAR AND QUADRATIC FUNCTIONALS ON SPARSITY CLASSES von Collier, Olivier, Comminges, Laëtitia, Tsybakov, Alexandre B.

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Improved Clustering Algorithms for the Bipartite Stochastic Block Model von Ndaoud, Mohamed, Sigalla, Suzanne, Tsybakov, Alexandre B.

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Optimal Variable Selection and Adaptive Noisy Compressed Sensing von Ndaoud, Mohamed, Tsybakov, Alexandre B.

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Linear and conic programming estimators in high dimensional errors-in-variables models von Belloni, Alexandre, Rosenbaum, Mathieu, 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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Benign overfitting and adaptive nonparametric regression von Chhor, Julien, Sigalla, Suzanne, Tsybakov, Alexandre B.

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Variable selection, monotone likelihood ratio and group sparsity von Butucea, Cristina, Mammen, Enno, Ndaoud, Mohamed, Tsybakov, Alexandre B.

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Assigning topics to documents by successive projections von Klopp, Olga, Panov, Maxim, Sigalla, Suzanne, Tsybakov, Alexandre B.

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VARIABLE SELECTION WITH HAMMING LOSS von Butucea, Cristina, Ndaoud, Mohamed, Stepanova, Natalia A., 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 Estimation by Exponential Weighting von Rigollet, Philippe, 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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Classification of sparse high-dimensional vectors von Ingster, Yuri I., Pouet, Christophe, Tsybakov, Alexandre B.

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