4. Mathematics
  5. Statistics Theory

Alexandre Tsybakov

Mathematics – Statistics Theory

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Aggregation for Regression Learning

Mathematics – Statistics Theory
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Exponential Screening and optimal rates of sparse estimation

Mathematics – Statistics Theory
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Linear and convex aggregation of density estimators

Mathematics – Statistics Theory
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Optimal change-point estimation from indirect observations

Mathematics – Statistics Theory
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Recursive Aggregation of Estimators by Mirror Descent Algorithm with Averaging

Mathematics – Statistics Theory
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