Robust stochastic approximation approach to stochastic programming A Nemirovski, A Juditsky, G Lan, A Shapiro SIAM Journal on optimization 19 (4), 1574-1609, 2009 | 2679 | 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 | 2651 | 1995 |
Acceleration of stochastic approximation by averaging BT Polyak, AB Juditsky SIAM journal on control and optimization 30 (4), 838-855, 1992 | 2404 | 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 | 546 | 1995 |
Solving variational inequalities with stochastic mirror-prox algorithm A Juditsky, A Nemirovski, C Tauvel Stochastic Systems 1 (1), 17-58, 2011 | 448 | 2011 |
Accuracy analysis for wavelet approximations B Delyon, A Juditsky, A Benveniste IEEE Transactions on neural networks 6 (2), 332-348, 1995 | 405 | 1995 |
Direct estimation of the index coefficient in a single-index model M Hristache, A Juditsky, V Spokoiny Annals of Statistics, 595-623, 2001 | 391 | 2001 |
Functional aggregation for nonparametric regression A Juditsky, A Nemirovski The Annals of Statistics 28 (3), 681-712, 2000 | 241 | 2000 |
Structure adaptive approach for dimension reduction M Hristache, A Juditsky, J Polzehl, V Spokoiny Annals of Statistics, 1537-1566, 2001 | 235 | 2001 |
Conditional gradient algorithms for norm-regularized smooth convex optimization Z Harchaoui, A Juditsky, A Nemirovski Mathematical Programming 152 (1), 75-112, 2015 | 225 | 2015 |
First-order methods for nonsmooth convex large-scale optimization, I: General purpose methods A Juditsky, A Nemirovski | 212 | 2011 |
Deterministic and stochastic primal-dual subgradient algorithms for uniformly convex minimization A Juditsky, Y Nesterov Stochastic Systems 4 (1), 44-80, 2014 | 201* | 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 | 160 | 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 | 139 | 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 | 95 | 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 | 89 | 2008 |