PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Anatoli Iouditski

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Number of EPrints submitted by this user: 10

Stochastic Approximation approach to Stochastic Programming
A. Juditsky, G. Lan, A. Nemirovski and A. Shapiro
SIAM J. Optimization Volume 19, Number 4, pp. 1574-1609, 2009.

On Verifiable Sufficient Conditions for Sparse Signal Recovery via l_1 Minimization
A. Juditsky and A. Nemirovski
Math. Programming 2009.

Nonparametric Estimation by Convex Programming
A. Juditsky and A. Nemirovski
Annals of Statistics 2008.

Sparse NonGaussian Component Analysis, {\em IEEE Trans. on Inf. Theory
E. Diederichs, A. Juditsky and V. Spokoiny
IEEE Information Theory 2006.

Learning by mirror averaging
A. Juditsky, Ph. Rigollet and A. Tsybakov
Annals of Statistics Volume 36, Number 5, pp. 2183-2206, 2008.

Learning by mirror averaging
A. Juditsky, Ph. Rigollet and A. Tsybakov
Annals of Statistics Volume 36, Number 5, pp. 2183-2206, 2008.

Solving variational inequalities with Stochastic Mirror-Prox algorithm
A. Juditsky and A. Nemirovski
SIAM J. Optimization 2008.

Nonparametric estimation of composite functions
A. Juditsky, O. Lepski and A. Tsybakov
Annals of Statistics 2009.

Change-point estimation from indirect observations. 2. Adaptation
A. Goldenshluger, A. Juditsky, A. Tsybakov and A. Zeevi
Ann. Inst. H. Poincare Probab. Statist. Volume 44, Number 5, pp. 819-836, 2008.

Change-point estimation from indirect observations. 1. Minimax complexity
A. Goldenshluger, A. Juditsky, A. Tsybakov and A. Zeevi
Ann. Inst. H. Poincare Probab. Statist. Volume 44, Number 5, pp. 787-818, 2008.