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.

• 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).

• Nonparametric Function Estimation;
• High-Dimensional Statistics;
• Statistical Learning Theory;
• Classification;
• Statistical Inverse Problems;
• Semiparametric and Robust Statistics.

• 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.