4. Mathematics
  5. Statistics Theory

Alexandre B. Tsybakov

Mathematics – Statistics Theory

Scientist

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Scientist

PMA, CREST
LPMA
CREST, LPMA
CREST, PMA

Aggregation by exponential weighting, sharp oracle inequalities and sparsity

Mathematics – Statistics Theory
Scientific paper

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Aggregation for Gaussian regression

Mathematics – Statistics Theory
Scientific paper

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Detection boundary in sparse regression

Mathematics – Statistics Theory
Scientific paper

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Estimation of high-dimensional low-rank matrices

Mathematics – Statistics Theory
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Fast learning rates for plug-in classifiers

Mathematics – Statistics Theory
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