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hal-00018211v1  Book sections
A.B. TsybakovM.B. Malyutov. Nonparametric Multi-Trajectory estimation
E. Shahbazian, G. Rogova, P. Valin. Data Fusion for Situation Monitoring, Incident Detection, Alert and Response Management, IOS Press, pp.709-721, 2005, NATO Science Series: Computer & Systems Sciences n° 198
hal-00291504v1  Journal articles
A. DalalyanA.B. Tsybakov. Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity
Machine Learning, Springer Verlag, 2008, 72 (1-2), pp.39-61
hal-00773553v1  Journal articles
A.S. DalalyanA.B. Tsybakov. Sparse regression learning by aggregation and Langevin Monte-Carlo
Journal of Computer and System Sciences, Elsevier, 2012, 78 (5), pp.1423-1443
hal-00103048v1  Journal articles
A.B. TsybakovL. CavalierY. GolubevO. Lepski. Block thresholding and sharp adaptive estimation in severely ill-posed inverse problems
SIAM Theory of Probability and its Applications, Society for Industrial and Applied Mathematics, 2004, 48 n.3, pp.426-446
hal-00204700v1  Journal articles
C. ButuceaA.B. Tsybakov. Sharp optimality for density deconvolution with dominating bias, II
SIAM Theory of Probability and its Applications, Society for Industrial and Applied Mathematics, 2008, 52 (2), pp.237-249
hal-00102263v1  Journal articles
A.B. TsybakovJ. Klemelä. Exact constants for pointwise adaptive estimation under the Riesz transform
Probability Theory and Related Fields, Springer Verlag, 2004, 129 n.3, pp.441-467
hal-00103951v1  Journal articles
A.B. TsybakovA. Goldenshluger. Optimal prediction for linear regression with infinitely many parameters
Journal of Multivariate Analysis, Elsevier, 2003, 84 n.1, pp.40-60
hal-00103444v1  Journal articles
A.B. TsybakovD. FeldmannW. HardleC. HafnerM. Hoffmann et al.  Testing linearity in a stochastic volatility model
Applicationes Mathematicae, Polish Academy of Sciences, 2004, 30 n.4, pp.389-412
hal-00445733v1  Journal articles
A.B. TsybakovYu IngsterC. Pouet. Classification of sparse high-dimensional vectors
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Royal Society, The, 2009, 367, pp.4427-4448
hal-00160850v1  Conference papers
A.B. TsybakovF. BuneaM. Wegkamp. Sparse density estimation with $\ell_1$ penalties
20th Annual Conference on Learning Theory, COLT 2007, 2007, pp.530-543
hal-00160857v1  Conference papers
A. DalalyanA.B. Tsybakov. Aggregation by exponential weighting and sharp oracle inequalities
20th Annual Conference on Learning Theory, COLT 2007, 2007, pp.97-111
hal-00341026v1  Journal articles
A.B. TsybakovAnatoli JuditskyP. Rigollet. Learning by mirror averaging
Annals of Statistics, Institute of Mathematical Statistics, 2008, 36 (5), pp.2183-2206
hal-00717623v1  Journal articles
A.B. TsybakovA.S. Dalalyan. Mirror averaging with sparsity priors
Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2012, 18 (3), pp.914-944
hal-00080124v1  Journal articles
A.B. TsybakovA. GoldenshlugerA. Zeevi. Optimal change-point estimation from indirect observations
Annals of Statistics, Institute of Mathematical Statistics, 2006, 34 n.1, pp.350-372
hal-00103553v1  Journal articles
A.B. TsybakovA. Samarov. Nonparametric independent component analysis
Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2004, 10 n.4, pp.565-582
hal-00102142v1  Journal articles
A.B. Tsybakov. Optimal aggregation of classifiers in statistical learning
Annals of Statistics, Institute of Mathematical Statistics, 2004, 32 n.1, pp.135-166
hal-00676868v1  Journal articles
A.B. TsybakovV. KoltchinskiiK. Lounici. Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion
Annals of Statistics, Institute of Mathematical Statistics, 2011, 39 (5), pp.2302-2329
hal-00080123v1  Journal articles
A.S. DalalyanA.B. TsybakovG.K. Golubev. Penalized maximum likelihood and semiparametric second-order efficiency
Annals of Statistics, Institute of Mathematical Statistics, 2006, 34 n.1, pp.169-201
hal-00160849v1  Journal articles
A.B. TsybakovJ.-Y. Audibert. Fast learning rates for plug-in classifiers
Annals of Statistics, Institute of Mathematical Statistics, 2007, 35 (2), pp.608-633
hal-00533272v1  Journal articles
A.B. TsybakovM. Rosenbaum. Sparse recovery under matrix uncertainty
Annals of Statistics, Institute of Mathematical Statistics, 2010, 38 (5), pp.2620-2651
hal-00652284v1  Journal articles
A.B. TsybakovK. LouniciM. PontilS. van de Geer. Oracle inequalities and optimal inference under group sparsity
Annals of Statistics, Institute of Mathematical Statistics, 2011, 39 (4), pp.2164-2204
hal-00514124v1  Journal articles
A.B. TsybakovF. BuneaM.H. WegkampA. Barbu. SPADES and mixture models
Annals of Statistics, Institute of Mathematical Statistics, 2010, 38 (4), pp.2525-2558
hal-00839153v1  Book sections
M. RosenbaumA.B. Tsybakov. Improved Matrix Uncertainty selector
M. Banerjee, F. Bunea, J. Huang, V. Koltchinskii, and M. H. Maathuis. From Probability to Statistics and Back: High-Dimensional Models and Processes--A Festschrift in Honor of Jon A. Wellner, Institute of Mathematical Statistics, pp.276-290, 2013, IMS Collections, vol. 9
hal-00084553v1  Conference papers
A.B. TsybakovF. BuneaM. Wegkamp. Aggregation and sparsity via l_1 penalized least squares
19th Annual Conference on Learning Theory, COLT 2006, 2006, pp.379-391
hal-00128820v1  Journal articles
A.B. Tsybakov. Comments on "Regularization in Statistics", by P. Bickel and B. Li
Test, Spanish Society of Statistics and Operations Research/Springer, 2006, 15 n.2, pp.303-310
hal-00204675v1  Journal articles
A.B. TsybakovP. Rigollet. Linear and convex aggregation of density estimators
Mathematical Methods of Statistics, Allerton Press, Springer (link), 2007, 16 (3), pp.260-280
hal-00831147v1  Journal articles
P. RigolletA.B. Tsybakov. Comment: "Minimax estimation of large covariance matrices under ℓ1-norm
Statistica Sinica, Taipei : Institute of Statistical Science, Academia Sinica, 2012, 22 (4), pp.1358-1367
hal-00401585v1  Journal articles
A.B. TsybakovP.J. BickelY. Ritov. Simultaneous analysis of Lasso and Dantzig selector
Annals of Statistics, Institute of Mathematical Statistics, 2009, 37 (4), pp.1705-1732