Anatoli Juditsky

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Medförfattare

Arkadi NemirovskiProfessor and Jh. Hunter Academic Chair, School of Industrial and Systems Engineering, GeorgiaVerifierad e-postadress på isye.gatech.edu
Lennart LjungProfessor of Automatic Control, Linköping University, SwedenVerifierad e-postadress på isy.liu.se
Håkan HjalmarssonCentre for Advanced Bioproduction, Linnaeus Centre ACCESS, School of EE and CSVerifierad e-postadress på ee.kth.se
Boris Polyak (Борис Поляк)институт проблем управленияVerifierad e-postadress på ipu.ru
Jonas SjöbergProfessor at Dept of Electrical Engineering, Chalmers University of TechnologyVerifierad e-postadress på chalmers.se
Vladimir SpokoinyProfessor for Statistics, Humboldt University und WIAS BerlinVerifierad e-postadress på wias-berlin.de
Alexander ShapiroProfessor, Georgia TechVerifierad e-postadress på isye.gatech.edu
Guanghui (George) LanGeorgia Institute of TechnologyVerifierad e-postadress på isye.gatech.edu
Nicolas VayatisProfesseur des universités, ENS Paris-SaclayVerifierad e-postadress på ens-paris-saclay.fr
Alexander GoldenshlugerDepartment of Statistics, University of HaifaVerifierad e-postadress på stat.haifa.ac.il
Zaid HarchaouiUniversity of WashingtonVerifierad e-postadress på uw.edu
Stéphane GirardInria, FranceVerifierad e-postadress på inrialpes.fr
Philippe RigolletMassachusetts Institute of TechnologyVerifierad e-postadress på math.mit.edu
Yurii NesterovProfessor of Université catholique de Louvain (UCL), CORE(IMMAQ) and INMA(ICTEAM, EPL)Verifierad e-postadress på uclouvain.be
Joerg PolzehlWIAS BerlinVerifierad e-postadress på wias-berlin.de
Eric MoulinesProfesseur, Ecole Polytechnique, Membre de l'Académie des SciencesVerifierad e-postadress på polytechnique.edu
Jean-Marc OdobezHead of the Perception and Activity Understanding group, Idiap Research Institute and EPFLVerifierad e-postadress på idiap.ch
Niao HeETH ZürichVerifierad e-postadress på inf.ethz.ch
Dmitrii M. OstrovskiiUniversity of Southern CaliforniaVerifierad e-postadress på usc.edu
Patrick BouthemyDirecteur de recherche Inria

Anatoli Juditsky

Professor UGA

Verifierad e-postadress på univ-grenoble-alpes.fr

statistical theory optimization


Titel Sortera efter citat Sortera efter år Sortera efter titel	Citeras av Citeras av	År
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	2361	1995
Robust stochastic approximation approach to stochastic programming A Nemirovski, A Juditsky, G Lan, A Shapiro SIAM Journal on optimization 19 (4), 1574-1609, 2009	1743	2009
Acceleration of stochastic approximation by averaging BT Polyak, AB Juditsky SIAM journal on control and optimization 30 (4), 838-855, 1992	1424	1992
Optimization for machine learning S Sra, S Nowozin, SJ Wright Mit Press, 2012	535	2012
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	476	1995
Accuracy analysis for wavelet approximations B Delyon, A Juditsky, A Benveniste IEEE Transactions on neural networks 6 (2), 332-348, 1995	379	1995
Direct estimation of the index coefficient in a single-index model M Hristache, A Juditsky, V Spokoiny Annals of Statistics, 595-623, 2001	315	2001
Solving variational inequalities with stochastic mirror-prox algorithm A Juditsky, A Nemirovski, C Tauvel Stochastic Systems 1 (1), 17-58, 2011	248	2011
Functional aggregation for nonparametric regression A Juditsky, A Nemirovski Annals of Statistics, 681-712, 2000	206	2000
Structure adaptive approach for dimension reduction M Hristache, A Juditsky, J Polzehl, V Spokoiny Annals of Statistics 29 (6), 1537-1566, 2001	190	2001
Conditional gradient algorithms for norm-regularized smooth convex optimization Z Harchaoui, A Juditsky, A Nemirovski Mathematical Programming 152 (1), 75-112, 2015	169	2015
Learning by mirror averaging A Juditsky, P Rigollet, AB Tsybakov The Annals of Statistics 36 (5), 2183-2206, 2008	152	2008
Deterministic and stochastic primal-dual subgradient algorithms for uniformly convex minimization A Juditsky, Y Nesterov Stochastic Systems 4 (1), 44-80, 2014	150*	2014
On minimax wavelet estimators B Delyon, A Juditsky Applied and Computational Harmonic Analysis 3 (3), 215-228, 1996	146	1996
On verifiable sufficient conditions for sparse signal recovery via ℓ 1 minimization A Juditsky, A Nemirovski Mathematical programming 127 (1), 57-88, 2011	138	2011
First order methods for nonsmooth convex large-scale optimization, i: general purpose methods A Juditsky, A Nemirovski Optimization for Machine Learning, 121, 2011	136	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	113	2005
First order methods for nonsmooth convex large-scale optimization, ii: utilizing problems structure A Juditsky, A Nemirovski Optimization for Machine Learning 30 (9), 149-183, 2011	101	2011
Accelerated stochastic approximation B Delyon, A Juditsky SIAM Journal on Optimization 3 (4), 868-881, 1993	69	1993
On minimax density estimation on\mathbb {R} A Juditsky, S Lambert-Lacroix Bernoulli 10 (2), 187-220, 2004	68	2004

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