Anatoli Juditsky

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Arkadi NemirovskiProfessor and Jh. Hunter Academic Chair, School of Industrial and Systems Engineering, Georgia確認したメールアドレス: isye.gatech.edu
Lennart LjungProfessor of Automatic Control, Linköping University, Sweden確認したメールアドレス: isy.liu.se
Håkan HjalmarssonCentre for Advanced Bioproduction, Linnaeus Centre ACCESS, School of EE and CS確認したメールアドレス: kth.se
Boris Polyak (Борис Поляк)Institute of Control Science, Moscow (институт проблем управления)確認したメールアドレス: ipu.ru
Jonas SjöbergProfessor at Dept of Electrical Engineering, Chalmers University of Technology確認したメールアドレス: chalmers.se
Vladimir SpokoinyProfessor for Statistics, Humboldt University und WIAS Berlin確認したメールアドレス: wias-berlin.de
Alexander ShapiroProfessor, Georgia Tech確認したメールアドレス: isye.gatech.edu
Guanghui (George) LanProfessor, Georgia Institute of Technology確認したメールアドレス: isye.gatech.edu
Alexander GoldenshlugerDepartment of Statistics, University of Haifa確認したメールアドレス: stat.haifa.ac.il
Zaid HarchaouiUniversity of Washington確認したメールアドレス: uw.edu
Nicolas VayatisFull Professor, Centre Borelli, Department of Mathematics, ENS Paris-Saclay確認したメールアドレス: ens-paris-saclay.fr
Stéphane GirardInria, France確認したメールアドレス: inrialpes.fr
Yurii NesterovProfessor of Université catholique de Louvain (UCL), CORE(IMMAQ) and INMA(ICTEAM, EPL)確認したメールアドレス: uclouvain.be
Philippe RigolletMassachusetts Institute of Technology確認したメールアドレス: math.mit.edu
Eric MoulinesProfesseur, Ecole Polytechnique, Membre de l'Académie des Sciences確認したメールアドレス: polytechnique.edu
Joerg PolzehlWIAS Berlin確認したメールアドレス: wias-berlin.de
Niao HeETH Zürich確認したメールアドレス: inf.ethz.ch
Jean-Marc OdobezHead of the Perception and Activity Understanding group, Idiap Research Institute and EPFL確認したメールアドレス: idiap.ch
Dmitrii M. OstrovskiiGeorgia Institute of Technology確認したメールアドレス: gatech.edu
Patrick BouthemyDirecteur de recherche Inria

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Anatoli Juditsky

Professor at Université Grenoble-Alpes

確認したメールアドレス: univ-grenoble-alpes.fr

statistical theory optimization


タイトル引用回数順公開年順タイトル順	引用先引用先	年
Robust stochastic approximation approach to stochastic programming A Nemirovski, A Juditsky, G Lan, A Shapiro SIAM Journal on optimization 19 (4), 1574-1609, 2009	2810	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	2526	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	410	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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