| Robust stochastic approximation approach to stochastic programming A Nemirovski, A Juditsky, G Lan, A Shapiro SIAM Journal on optimization 19 (4), 1574-1609, 2009 | 3137 | 2009 |
| Acceleration of stochastic approximation by averaging BT Polyak, AB Juditsky SIAM journal on control and optimization 30 (4), 838-855, 1992 | 2905 | 1992 |
| 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 | 2816 | 1995 |
| 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 | 567 | 1995 |
| Solving variational inequalities with stochastic mirror-prox algorithm A Juditsky, A Nemirovski, C Tauvel Stochastic Systems 1 (1), 17-58, 2011 | 547 | 2011 |
| Direct estimation of the index coefficient in a single-index model M Hristache, A Juditsky, V Spokoiny Annals of Statistics, 595-623, 2001 | 437 | 2001 |
| Accuracy analysis for wavelet approximations B Delyon, A Juditsky, A Benveniste IEEE Transactions on neural networks 6 (2), 332-348, 1995 | 414 | 1995 |
| Structure adaptive approach for dimension reduction M Hristache, A Juditsky, J Polzehl, V Spokoiny Annals of Statistics, 1537-1566, 2001 | 259 | 2001 |
| Functional aggregation for nonparametric regression A Juditsky, A Nemirovski The Annals of Statistics 28 (3), 681-712, 2000 | 250 | 2000 |
| Conditional gradient algorithms for norm-regularized smooth convex optimization Z Harchaoui, A Juditsky, A Nemirovski Mathematical Programming 152 (1), 75-112, 2015 | 238 | 2015 |
| 5 ст First-Order Methods for Nonsmooth Convex Large-Scale Optimization, I: General Purpose Methods A Juditsky, A Nemirovski Optimization for Machine Learning, 121, 2011 | 231 | 2011 |
| Deterministic and stochastic primal-dual subgradient algorithms for uniformly convex minimization A Juditsky, Y Nesterov Stochastic Systems 4 (1), 44-80, 2014 | 217* | 2014 |
| Learning by mirror averaging A Juditsky, P Rigollet, AB Tsybakov | 197 | 2008 |
| On minimax wavelet estimators B Delyon, A Juditsky Applied and Computational Harmonic Analysis 3 (3), 215-228, 1996 | 166 | 1996 |
| On verifiable sufficient conditions for sparse signal recovery via ℓ1 minimization A Juditsky, A Nemirovski Mathematical programming 127 (1), 57-88, 2011 | 165 | 2011 |
| 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 | 150 | 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 | 116 | 2005 |
| Large deviations of vector-valued martingales in 2-smooth normed spaces A Juditsky, AS Nemirovski arXiv preprint arXiv:0809.0813, 2008 | 113 | 2008 |
| 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 | 108 | 2008 |
| Accelerated stochastic approximation B Delyon, A Juditsky SIAM Journal on Optimization 3 (4), 868-881, 1993 | 103 | 1993 |
Arkadi NemirovskiProfessor and Jh. Hunter Academic Chair, School of Industrial and Systems Engineering, GeorgiaVerified email at isye.gatech.edu
