Alexandre Tsybakov
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Alexandre Tsybakov

Associate Editor

Doctor of Science, Professor in ENSAE, in the University of Paris 6 and in the University Paris-Saclay. Head of laboratory in ENSAE, France.

Professional Membership:

  • Associate Editor of Journals "Automation and Remote Control"; "Annals of Statistics", "Bernoulli", "Electronic Journal of Statistics", "Journal de l'École Polytechnique", "Statistica Neerlandica";
  • Fellow of the Institute of Mathematical Statistics.
Publications: 3 monographs, over 150 papers in journals.

Awards and Honors:
  • Lucien Le Cam's Lecture of the French Statistical Society (2005);
  • Miller Professor, University of California, Berkeley (2006);
  • IMS Medallion Lecture (2012);
  • Saint-Flour Lectures (2013) ;
  • Gay-Lussac - Humboldt Prize (2013);
  • Invited Lecture at the International Congress of Mathematicians, Seoul (2014).
Areas of Interest:
  • Nonparametric Function Estimation;
  • High-Dimensional Statistics;
  • Statistical Learning Theory;
  • Classification;
  • Statistical Inverse Problems;
  • Semiparametric and Robust Statistics.
Selected Publications:
  • Tsybakov A.B., Introduction to Nonparametric Estimation. Springer Series in Statistics, Springer, N.Y., 2009.
  • Mammen E., Tsybakov A.B., Smooth discrimination analysis // Annals of Statistics. 1999. No. 27, pp. 1808-1829.
  • Cavalier L., Tsybakov A.B., Sharp adaptation for inverse problems with random noise // Probability Theory and Related Fields. 2002. No. 123, pp. 323-354.
  • Tsybakov A.B., Optimal aggregation of classifiers in statistical learning // Annals of Statistics/ 2004. Vol. 32, No.1, pp. 135-166.
  • Bickel P.J., Ritov Y., Tsybakov A.B., Simultaneous analysis of Lasso and Dantzig selector // Annals of Statistics. 2009. Vol. 37, No. 4, pp. 1705-1732.

ICS RAS 2016