Anatoli Juditsky

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

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Anatoli Juditsky

Professor at Université Grenoble-Alpes

Email verificata su univ-grenoble-alpes.fr

statistical theory optimization


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
Robust stochastic approximation approach to stochastic programming A Nemirovski, A Juditsky, G Lan, A Shapiro SIAM Journal on optimization 19 (4), 1574-1609, 2009	2811	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	2742	1995
Acceleration of stochastic approximation by averaging BT Polyak, AB Juditsky SIAM journal on control and optimization 30 (4), 838-855, 1992	2525	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	550	1995
Solving variational inequalities with stochastic mirror-prox algorithm A Juditsky, A Nemirovski, C Tauvel Stochastic Systems 1 (1), 17-58, 2011	478	2011
Direct estimation of the index coefficient in a single-index model M Hristache, A Juditsky, V Spokoiny Annals of Statistics, 595-623, 2001	409	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	236	2001
Conditional gradient algorithms for norm-regularized smooth convex optimization Z Harchaoui, A Juditsky, A Nemirovski Mathematical Programming 152 (1), 75-112, 2015	229	2015
First-order methods for nonsmooth convex large-scale optimization, I: General purpose methods A Juditsky, A Nemirovski	217	2011
Deterministic and stochastic primal-dual subgradient algorithms for uniformly convex minimization A Juditsky, Y Nesterov Stochastic Systems 4 (1), 44-80, 2014	203*	2014
Learning by mirror averaging A Juditsky, P Rigollet, AB Tsybakov	192	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	161	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	112	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	94	2008

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