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

Machine learning, 2008-08, Vol.72 (1-2), p.39-61

2008

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Sparse regression learning by aggregation and Langevin Monte-Carlo

Journal of computer and system sciences, 2012-09, Vol.78 (5), p.1423-1443

2012

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Introduction to Nonparametric Estimation

Tsybakov, Alexandre B

1. Aufl., 2009

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Optimal rates of aggregation

Lecture notes in computer science, 2003, p.303-313

TSYBAKOV, Alexandre B

2003

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Estimation of matrices with row sparsity

Problems of information transmission, 2015-10, Vol.51 (4), p.335-348

2015

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Optimal and robust kernel algorithms for passive stochastic approximation

IEEE transactions on information theory, 1992-09, Vol.38 (5), p.1577-1583

1992

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On Walsh code assignment

Problems of information transmission, 2012-10, Vol.48 (4), p.334-341

2012

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

Problems of information transmission, 2006-09, Vol.42 (3), p.262-262

2006

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ORACLE INEQUALITIES FOR NETWORK MODELS AND SPARSE GRAPHON ESTIMATION

The Annals of statistics, 2017-02, Vol.45 (1), p.316-354

2017

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Improved Clustering Algorithms for the Bipartite Stochastic Block Model

IEEE transactions on information theory, 2022-03, Vol.68 (3), p.1960-1975

2022

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Optimal Variable Selection and Adaptive Noisy Compressed Sensing

IEEE transactions on information theory, 2020-04, Vol.66 (4), p.2517-2532

2020

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File transmission over wireless fast fading downlink

IEEE transactions on information theory, 2002-08, Vol.48 (8), p.2323-2337

Tsybakov, B.S.

2002

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Self-similar processes in communications networks

IEEE transactions on information theory, 1998-09, Vol.44 (5), p.1713-1725

1998

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On self-similar traffic in ATM queues: definitions, overflow probability bound, and cell delay distribution

IEEE/ACM transactions on networking, 1997-06, Vol.5 (3), p.397-409

1997

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Packet multiple access for channel with binary feedback, capture, and multiple reception

IEEE transactions on information theory, 2004-06, Vol.50 (6), p.1073-1085

Tsybakov, B.

2004

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On a model and capacity of MIMO channels

Problems of information transmission, 2011-06, Vol.47 (2), p.89-97

Tsybakov, B. S.

2011

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Aggregation by Exponential Weighting and Sharp Oracle Inequalities

Learning Theory, p.97-111

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One stochastic process and its application to multiple access in supercritical region

IEEE transactions on information theory, 2001-05, Vol.47 (4), p.1561-1569

Tsybakov, B.

2001

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A different approach to finding the capacity of a Gaussian vector channel

Problems of information transmission, 2006-09, Vol.42 (3), p.183-196

Tsybakov, B. S.

2006

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Optimum discarding in a bufferless system

Queueing systems, 2002-06, Vol.41 (1-2), p.165-197

TSYBAKOV, Boris

2002

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Probability of Heavy Traffic Period in Third Generation CDMA Mobile Communication

Mobile networks and applications, 2001-09, Vol.6 (5), p.463-470

Tsybakov, B S

2001

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Survey of USSR contributions to random multiple-access communications

IEEE transactions on information theory, 1985-03, Vol.31 (2), p.143-165

Tsybakov, B.

1985

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Self-similar traffic and upper bounds to buffer-overflow probability in an ATM queue

Performance evaluation, 1998-02, Vol.32 (1), p.57-80

1998

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Overflow and loss probabilities in a finite ATM buffer fed by self-similar traffic

Queueing systems, 1999-01, Vol.32 (1-3), p.233

1999

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Analysis of an ATM buffer with self-similar ("fractal") input traffic

Proceedings of INFOCOM'95, 1995, Vol.3, p.985-992 vol.3

1995

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

Sparse regression learning by aggregation and Langevin Monte-Carlo

Introduction to Nonparametric Estimation

Optimal rates of aggregation

Estimation of matrices with row sparsity

Optimal and robust kernel algorithms for passive stochastic approximation

On Walsh code assignment

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

ORACLE INEQUALITIES FOR NETWORK MODELS AND SPARSE GRAPHON ESTIMATION

Improved Clustering Algorithms for the Bipartite Stochastic Block Model

Optimal Variable Selection and Adaptive Noisy Compressed Sensing

File transmission over wireless fast fading downlink

Self-similar processes in communications networks

On self-similar traffic in ATM queues: definitions, overflow probability bound, and cell delay distribution

Packet multiple access for channel with binary feedback, capture, and multiple reception

On a model and capacity of MIMO channels

Aggregation by Exponential Weighting and Sharp Oracle Inequalities

One stochastic process and its application to multiple access in supercritical region

A different approach to finding the capacity of a Gaussian vector channel

Optimum discarding in a bufferless system

Probability of Heavy Traffic Period in Third Generation CDMA Mobile Communication

Survey of USSR contributions to random multiple-access communications

Self-similar traffic and upper bounds to buffer-overflow probability in an ATM queue

Overflow and loss probabilities in a finite ATM buffer fed by self-similar traffic

Analysis of an ATM buffer with self-similar ("fractal") input traffic

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