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Alexandre B. Tsybakov
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Books and Theses
- 2009
- [b1]Alexandre B. Tsybakov:
Introduction to Nonparametric Estimation. Springer series in statistics, Springer 2009, ISBN 978-0-387-79051-0, pp. I-XII, 1-214
Journal Articles
- 2024
- [j13]Arya Akhavan, Davit Gogolashvili, Alexandre B. Tsybakov:
Estimating the Minimizer and the Minimum Value of a Regression Function under Passive Design. J. Mach. Learn. Res. 25: 11:1-11:37 (2024) - 2022
- [j12]Mohamed Ndaoud
, Suzanne Sigalla, Alexandre B. Tsybakov:
Improved Clustering Algorithms for the Bipartite Stochastic Block Model. IEEE Trans. Inf. Theory 68(3): 1960-1975 (2022) - 2020
- [j11]Mohamed Ndaoud
Optimal Variable Selection and Adaptive Noisy Compressed Sensing. IEEE Trans. Inf. Theory 66(4): 2517-2532 (2020) - 2019
- [j10]Alexander V. Nazin, Arkadi S. Nemirovsky
Algorithms of Robust Stochastic Optimization Based on Mirror Descent Method. Autom. Remote. Control. 80(9): 1607-1627 (2019) - [j9]Alexandra Carpentier, Olivier Collier, Laëtitia Comminges, Alexandre B. Tsybakov, Yuhao Wang:
Minimax Rate of Testing in Sparse Linear Regression. Autom. Remote. Control. 80(10): 1817-1834 (2019) - 2015
- [j8]Pierre C. Bellec, Alexandre B. Tsybakov:
Sharp oracle bounds for monotone and convex regression through aggregation. J. Mach. Learn. Res. 16: 1879-1892 (2015) - [j7]Olga Klopp, Alexandre B. Tsybakov:
Estimation of matrices with row sparsity. Probl. Inf. Transm. 51(4): 335-348 (2015) - 2012
- [j6]Arnak S. Dalalyan, Alexandre B. Tsybakov:
Sparse regression learning by aggregation and Langevin Monte-Carlo. J. Comput. Syst. Sci. 78(5): 1423-1443 (2012) - [j5]Boris S. Tsybakov, Alexandre B. Tsybakov:
On Walsh code assignment. Probl. Inf. Transm. 48(4): 334-341 (2012) - 2008
- [j4]Arnak S. Dalalyan, Alexandre B. Tsybakov:
Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity. Mach. Learn. 72(1-2): 39-61 (2008) - 2006
- [j3]Anatoli B. Juditsky, Alexander V. Nazin, Alexandre B. Tsybakov, Nicolas Vayatis:
Remark on "Recursive Aggregation of Estimators by the Mirror Descent Algorithm with Averaging" published in Probl. Peredachi Inf., 2005, no. 4. Probl. Inf. Transm. 42(3): 262 (2006) - 2005
- [j2]Anatoli B. Juditsky, Alexander V. Nazin, Alexandre B. Tsybakov, Nicolas Vayatis:
Recursive Aggregation of Estimators by the Mirror Descent Algorithm with Averaging. Probl. Inf. Transm. 41(4): 368-384 (2005) - 1992
- [j1]Alexander V. Nazin, Boris T. Polyak, Alexandre B. Tsybakov:
Optimal and robust kernel algorithms for passive stochastic approximation. IEEE Trans. Inf. Theory 38(5): 1577-1583 (1992)
Conference and Workshop Papers
- 2022
- [c12]Arya Akhavan, Evgenii Chzhen, Massimiliano Pontil, Alexandre B. Tsybakov:
A gradient estimator via L1-randomization for online zero-order optimization with two point feedback. NeurIPS 2022 - 2021
- [c11]Arya Akhavan, Massimiliano Pontil, Alexandre B. Tsybakov:
Distributed Zero-Order Optimization under Adversarial Noise. NeurIPS 2021: 10209-10220 - 2020
- [c10]Arya Akhavan, Massimiliano Pontil, Alexandre B. Tsybakov:
Exploiting Higher Order Smoothness in Derivative-free Optimization and Continuous Bandits. NeurIPS 2020 - 2019
- [c9]Mikhail Belkin, Alexander Rakhlin, Alexandre B. Tsybakov:
Does data interpolation contradict statistical optimality? AISTATS 2019: 1611-1619 - 2013
- [c8]Eric Gautier, Alexandre B. Tsybakov:
Pivotal Estimation in High-Dimensional Regression via Linear Programming. Empirical Inference 2013: 195-204 - 2009
- [c7]Arnak S. Dalalyan, Alexandre B. Tsybakov:
Sparse Regression Learning by Aggregation and Langevin Monte-Carlo. COLT 2009 - [c6]Karim Lounici, Massimiliano Pontil, Alexandre B. Tsybakov, Sara A. van de Geer:
Taking Advantage of Sparsity in Multi-Task Learning. COLT 2009 - 2007
- [c5]Arnak S. Dalalyan, Alexandre B. Tsybakov:
Aggregation by Exponential Weighting and Sharp Oracle Inequalities. COLT 2007: 97-111 - [c4]Florentina Bunea, Alexandre B. Tsybakov, Marten H. Wegkamp
Sparse Density Estimation with l1 Penalties. COLT 2007: 530-543 - 2006
- [c3]Florentina Bunea, Alexandre B. Tsybakov, Marten H. Wegkamp:
Aggregation and Sparsity Via l1 Penalized Least Squares. COLT 2006: 379-391 - 2005
- [c2]Anatoli B. Juditsky, Alexander V. Nazin, Alexandre B. Tsybakov, Nicolas Vayatis:
Generalization Error Bounds for Aggregation by Mirror Descent with Averaging. NIPS 2005: 603-610 - 2003
- [c1]Alexandre B. Tsybakov:
Optimal Rates of Aggregation. COLT 2003: 303-313
Informal and Other Publications
- 2024
- [i6]Arya Akhavan, Karim Lounici, Massimiliano Pontil, Alexandre B. Tsybakov:
Contextual Continuum Bandits: Static Versus Dynamic Regret. CoRR abs/2406.05714 (2024) - 2022
- [i5]Julien Chhor, Suzanne Sigalla, Alexandre B. Tsybakov:
Benign overfitting and adaptive nonparametric regression. CoRR abs/2206.13347 (2022) - 2020
- [i4]Arya Akhavan, Massimiliano Pontil, Alexandre B. Tsybakov:
Exploiting Higher Order Smoothness in Derivative-free Optimization and Continuous Bandits. CoRR abs/2006.07862 (2020) - 2018
- [i3]Mikhail Belkin, Alexander Rakhlin, Alexandre B. Tsybakov:
Does data interpolation contradict statistical optimality? CoRR abs/1806.09471 (2018) - 2013
- [i2]Alexander Rakhlin, Karthik Sridharan, Alexandre B. Tsybakov:
Empirical Entropy, Minimax Regret and Minimax Risk. CoRR abs/1308.1147 (2013) - 2012
- [i1]Boris S. Tsybakov, Alexandre B. Tsybakov:
On Walsh code assignment. CoRR abs/1210.3075 (2012)
Coauthor Index
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