Alexandre B. Tsybakov

发表

Sparse Density Estimation with l1 Penalties

Florentina Bunea, Marten H. Wegkamp, Alexandre B. Tsybakov, 2007, COLT.

Aggregation by Exponential Weighting and Sharp Oracle Inequalities

Arnak S. Dalalyan, Alexandre B. Tsybakov, A. Tsybakov, 2007, COLT.

Sharp oracle bounds for monotone and convex regression through aggregation

Pierre C. Bellec, Alexandre B. Tsybakov, A. Tsybakov, 2015, J. Mach. Learn. Res..

Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity

Arnak S. Dalalyan, Alexandre B. Tsybakov, A. Tsybakov, 2008, Machine Learning.

Does data interpolation contradict statistical optimality? pdf

Mikhail Belkin, Alexander Rakhlin, Alexandre B. Tsybakov, 2018, AISTATS.

Statistical Inference for Structured High-dimensional Models

Cun-Hui Zhang, Anatoli Juditsky, Alexandre B. Tsybakov, 2019 .

Remark on “Recursive Aggregation of Estimators by the Mirror Descent Algorithm with Averaging” published in Probl. Peredachi Inf., 2005, no. 4

Alexander V. Nazin, Nicolas Vayatis, Anatoli B. Juditsky, 2006, Problems of Information Transmission.

Sparse Regression Learning by Aggregation and Langevin Monte-Carlo

Arnak S. Dalalyan, Alexandre B. Tsybakov, A. Tsybakov, 2009, COLT.

Optimal Rates of Aggregation

Alexandre B. Tsybakov, A. Tsybakov, 2003, COLT.

Generalization Error Bounds for Aggregation by Mirror Descent with Averaging

Alexander V. Nazin, Nicolas Vayatis, Anatoli B. Juditsky, 2005, NIPS.

Minimax Rate of Testing in Sparse Linear Regression

Alexandra Carpentier, Alexandre B. Tsybakov, Olivier Collier, 2018, Automation and Remote Control.

On Walsh code assignment

Boris Tsybakov, Alexandre B. Tsybakov, 2012, Probl. Inf. Transm..

Taking Advantage of Sparsity in Multi-Task Learning

Massimiliano Pontil, Sara A. van de Geer, Alexandre B. Tsybakov, 2009, COLT.

Exploiting Higher Order Smoothness in Derivative-free Optimization and Continuous Bandits pdf

Massimiliano Pontil, Alexandre B. Tsybakov, Arya Akhavan, 2020, NeurIPS.

Sparsity oracle inequalities for mirror avaraging aggregate

Arnak S. Dalalyan, Alexandre B. Tsybakov, 2010 .

Optimal Variable Selection and Adaptive Noisy Compressed Sensing

Alexandre B. Tsybakov, Mohamed Ndaoud, A. Tsybakov, 2018, IEEE Transactions on Information Theory.

Recursive Aggregation of Estimators by the Mirror Descent Algorithm with Averaging

Alexander V. Nazin, Nicolas Vayatis, Anatoli B. Juditsky, 2005, Probl. Inf. Transm..

Aggregation and Sparsity Via l1 Penalized Least Squares

Florentina Bunea, Marten H. Wegkamp, Alexandre B. Tsybakov, 2006, COLT.

Optimal and robust kernel algorithms for passive stochastic approximation

Alexander V. Nazin, Boris T. Polyak, Alexandre B. Tsybakov, 1992, IEEE Trans. Inf. Theory.

An alternative to synthetic control for models with many covariates under sparsity

Alexandre B. Tsybakov, Xavier D'Haultfoeuille, Marianne Bl'ehaut, 2020 .

Introduction to Nonparametric Estimation

Alexandre B. Tsybakov, A. Tsybakov, 2008, Springer series in statistics.

Estimation of matrices with row sparsity

Alexandre B. Tsybakov, Olga Klopp, A. Tsybakov, 2015, Probl. Inf. Transm..

Pivotal Estimation in High-Dimensional Regression via Linear Programming

Alexandre B. Tsybakov, Eric Gautier, A. Tsybakov, 2013, Empirical Inference.

Empirical Entropy, Minimax Regret and Minimax Risk pdf

Karthik Sridharan, Alexander Rakhlin, Alexandre B. Tsybakov, 2013, ArXiv.

Distributed Zero-Order Optimization under Adversarial Noise

Massimiliano Pontil, Alexandre B. Tsybakov, Arya Akhavan, 2021, NeurIPS.

Improved Clustering Algorithms for the Bipartite Stochastic Block Model

Alexandre B. Tsybakov, Mohamed Ndaoud, Suzanne Sigalla, 2021, IEEE Transactions on Information Theory.

Variable selection, monotone likelihood ratio and group sparsity

Cristina Butucea, Alexandre B. Tsybakov, Enno Mammen, 2021 .

Visual Error Criteria for Qualitative Smoothing

James Stephen Marron, Alexandre B. Tsybakov, A. Tsybakov, 1995 .

Aggregation of density estimators and dimension reduction

Alexandre B. Tsybakov, Alexander Samarov, A. Tsybakov, 2005 .

Sharp Adaptive Estimation of Linear Functionals

Alexandre B. Tsybakov, Jussi Klemelä, A. Tsybakov, 2001 .

Local polynomial estimators of the volatility function in nonparametric autoregression

Wolfgang Karl Härdle, Alexandre B. Tsybakov, A. Tsybakov, 1997 .

Estimating the endpoint of a distribution in the presence of additive observation errors

Alexandre B. Tsybakov, Alexander Goldenshluger, A. Tsybakov, 2004 .

Sharp Optimality in Density Deconvolution with Dominating Bias. II

Cristina Butucea, Alexandre B. Tsybakov, A. Tsybakov, 2008 .

Dicussion on the meeting on ‘Statistical approaches to inverse problems’

Simon J. Godsill, Dan Cornford, Eric Moulines, 2004 .

Optimal adaptive estimation of linear functionals under sparsity

Alexandre B. Tsybakov, Olivier Collier, Laetitia Comminges, 2016, The Annals of Statistics.

An $\{l_1,l_2,l_{\infty}\}$-Regularization Approach to High-Dimensional Errors-in-variables Models

Alexandre B. Tsybakov, Alexandre Belloni, Mathieu Rosenbaum, 2014 .

Optimal Exponential Bounds on the Accuracy of Classification

Gerard Kerkyacharian, Dominique Picard, Vladimir Temlyakov, 2014 .

Additive Nonparametric Regression on Principal Components

Wolfgang Härdle, Alexandre B. Tsybakov, A. Tsybakov, 1995 .

NONPARAMETRIC ESTIMATION OF COMPOSITE FUNCTIONS

Anatoli B. Juditsky, Alexandre B. Tsybakov, A. Juditsky, 2009, 0906.0865.

Bounds on the Prediction Error of Penalized Least Squares Estimators with Convex Penalty

Pierre C. Bellec, Alexandre B. Tsybakov, A. Tsybakov, 2016, 1609.06675.

Pivotal Estimation Via Self-Normalization for High-Dimensional Linear Models with Errors in Variables

Victor Chernozhukov, Abhishek Kaul, Alexandre B. Tsybakov, 2017, 1708.08353.

Sparse classification boundaries

Yu. I. Ingster, Alexandre B. Tsybakov, A. Tsybakov, 2009, 0903.4807.

Lower bounds on the minimax risk

Alexandre B. Tsybakov, 2009 .

Nonparametric Vector Autoregression

Wolfgang Karl Härdle, Alexandre B. Tsybakov, Lijian Yang, 1998 .

Aggregation by exponential weighting, sharp oracle inequalities and sparsity

Arnak S. Dalalyan, Alexandre B. Tsybakov, A. Tsybakov, 2008 .

Sharp optimality for density deconvolution with dominating bias

Cristina Butucea, Alexandre B. Tsybakov, A. Tsybakov, 2004 .