Anatoli Juditsky

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Arkadi NemirovskiProfessor and Jh. Hunter Academic Chair, School of Industrial and Systems Engineering, GeorgiaVerified email at isye.gatech.edu
Lennart LjungProfessor of Automatic Control, Linköping University, SwedenVerified email at isy.liu.se
Håkan HjalmarssonCentre for Advanced Bioproduction, Linnaeus Centre ACCESS, School of EE and CSVerified email at kth.se
Boris Polyak (Борис Поляк)Institute of Control Science, Moscow (институт проблем управления)Verified email at ipu.ru
Jonas SjöbergProfessor at Dept of Electrical Engineering, Chalmers University of TechnologyVerified email at chalmers.se
Vladimir SpokoinyProfessor for Statistics, Humboldt University und WIAS BerlinVerified email at wias-berlin.de
Alexander ShapiroProfessor, Georgia TechVerified email at isye.gatech.edu
Guanghui (George) LanProfessor, Georgia Institute of TechnologyVerified email at isye.gatech.edu
Alexander GoldenshlugerDepartment of Statistics, University of HaifaVerified email at stat.haifa.ac.il
Zaid HarchaouiUniversity of WashingtonVerified email at uw.edu
Nicolas VayatisFull Professor, Centre Borelli, Department of Mathematics, ENS Paris-SaclayVerified email at ens-paris-saclay.fr
Stéphane GirardInria, FranceVerified email at inrialpes.fr
Yurii NesterovProfessor of Université catholique de Louvain (UCL), CORE(IMMAQ) and INMA(ICTEAM, EPL)Verified email at uclouvain.be
Philippe RigolletMassachusetts Institute of TechnologyVerified email at math.mit.edu
Eric MoulinesProfesseur, Ecole Polytechnique, Membre de l'Académie des SciencesVerified email at polytechnique.edu
Joerg PolzehlWIAS BerlinVerified email at wias-berlin.de
Niao HeETH ZürichVerified email at inf.ethz.ch
Jean-Marc OdobezHead of the Perception and Activity Understanding group, Idiap Research Institute and EPFLVerified email at idiap.ch
Dmitrii M. OstrovskiiGeorgia Institute of TechnologyVerified email at gatech.edu
Patrick BouthemyDirecteur de recherche Inria

Anatoli Juditsky

Professor at Université Grenoble-Alpes

Verified email at univ-grenoble-alpes.fr

statistical theory optimization


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Robust stochastic approximation approach to stochastic programming A Nemirovski, A Juditsky, G Lan, A Shapiro SIAM Journal on optimization 19 (4), 1574-1609, 2009	2763	2009
Nonlinear black-box modeling in system identification: a unified overview J Sjöberg, Q Zhang, L Ljung, A Benveniste, B Delyon, PY Glorennec, ... Automatica 31 (12), 1691-1724, 1995	2726	1995
Acceleration of stochastic approximation by averaging BT Polyak, AB Juditsky SIAM journal on control and optimization 30 (4), 838-855, 1992	2479	1992
Nonlinear black-box models in system identification: Mathematical foundations A Juditsky, H Hjalmarsson, A Benveniste, B Delyon, L Ljung, J Sjöberg, ... Automatica 31 (12), 1725-1750, 1995	549	1995
Solving variational inequalities with stochastic mirror-prox algorithm A Juditsky, A Nemirovski, C Tauvel Stochastic Systems 1 (1), 17-58, 2011	468	2011
Direct estimation of the index coefficient in a single-index model M Hristache, A Juditsky, V Spokoiny Annals of Statistics, 595-623, 2001	406	2001
Accuracy analysis for wavelet approximations B Delyon, A Juditsky, A Benveniste IEEE Transactions on neural networks 6 (2), 332-348, 1995	403	1995
Functional aggregation for nonparametric regression A Juditsky, A Nemirovski The Annals of Statistics 28 (3), 681-712, 2000	240	2000
Structure adaptive approach for dimension reduction M Hristache, A Juditsky, J Polzehl, V Spokoiny Annals of Statistics, 1537-1566, 2001	233	2001
Conditional gradient algorithms for norm-regularized smooth convex optimization Z Harchaoui, A Juditsky, A Nemirovski Mathematical Programming 152 (1), 75-112, 2015	227	2015
First-order methods for nonsmooth convex large-scale optimization, I: General purpose methods A Juditsky, A Nemirovski	215	2011
Deterministic and stochastic primal-dual subgradient algorithms for uniformly convex minimization A Juditsky, Y Nesterov Stochastic Systems 4 (1), 44-80, 2014	202*	2014
Learning by mirror averaging A Juditsky, P Rigollet, AB Tsybakov	189	2008
On verifiable sufficient conditions for sparse signal recovery via ℓ ₁ minimization A Juditsky, A Nemirovski Mathematical programming 127, 57-88, 2011	163	2011
On minimax wavelet estimators B Delyon, A Juditsky Applied and Computational Harmonic Analysis 3 (3), 215-228, 1996	159	1996
First-order methods for nonsmooth convex large-scale optimization, II: Utilizing problem’s structure A Juditsky, A Nemirovski	141	2011
Recursive aggregation of estimators by the mirror descent algorithm with averaging AB Juditsky, AV Nazin, AB Tsybakov, N Vayatis Problems of Information Transmission 41 (4), 368-384, 2005	111	2005
Large deviations of vector-valued martingales in 2-smooth normed spaces A Juditsky, AS Nemirovski arXiv preprint arXiv:0809.0813, 2008	101	2008
Accelerated stochastic approximation B Delyon, A Juditsky SIAM Journal on Optimization 3 (4), 868-881, 1993	97	1993
A new algorithm for estimating the effective dimension-reduction subspace AS Dalalyan, A Juditsky, V Spokoiny The Journal of Machine Learning Research 9, 1647-1678, 2008	91	2008

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