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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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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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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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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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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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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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Overflow and losses in a network queue with a self-similar input

Queueing systems, 2000, Vol.35 (1-4), p.201-235

2000

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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

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

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

On a model and capacity of MIMO channels

Aggregation by Exponential Weighting and Sharp Oracle Inequalities

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

Optimum discarding in a bufferless system

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

Overflow and losses in a network queue with a self-similar input

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