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Anatoli Juditsky
Anatoli Juditsky
Professor at Université Grenoble-Alpes
Dirección de correo verificada de univ-grenoble-alpes.fr
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Robust stochastic approximation approach to stochastic programming
A Nemirovski, A Juditsky, G Lan, A Shapiro
SIAM Journal on optimization 19 (4), 1574-1609, 2009
27072009
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
26981995
Acceleration of stochastic approximation by averaging
BT Polyak, AB Juditsky
SIAM journal on control and optimization 30 (4), 838-855, 1992
24201992
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
5461995
Solving variational inequalities with stochastic mirror-prox algorithm
A Juditsky, A Nemirovski, C Tauvel
Stochastic Systems 1 (1), 17-58, 2011
4552011
Accuracy analysis for wavelet approximations
B Delyon, A Juditsky, A Benveniste
IEEE Transactions on neural networks 6 (2), 332-348, 1995
4021995
Direct estimation of the index coefficient in a single-index model
M Hristache, A Juditsky, V Spokoiny
Annals of Statistics, 595-623, 2001
3962001
Functional aggregation for nonparametric regression
A Juditsky, A Nemirovski
The Annals of Statistics 28 (3), 681-712, 2000
2392000
Structure adaptive approach for dimension reduction
M Hristache, A Juditsky, J Polzehl, V Spokoiny
Annals of Statistics, 1537-1566, 2001
2292001
Conditional gradient algorithms for norm-regularized smooth convex optimization
Z Harchaoui, A Juditsky, A Nemirovski
Mathematical Programming 152 (1), 75-112, 2015
2232015
First-order methods for nonsmooth convex large-scale optimization, I: General purpose methods
A Juditsky, A Nemirovski
2112011
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
1872008
On verifiable sufficient conditions for sparse signal recovery via 1 minimization
A Juditsky, A Nemirovski
Mathematical programming 127, 57-88, 2011
1612011
On minimax wavelet estimators
B Delyon, A Juditsky
Applied and Computational Harmonic Analysis 3 (3), 215-228, 1996
1591996
First-order methods for nonsmooth convex large-scale optimization, II: Utilizing problem’s structure
A Juditsky, A Nemirovski
1402011
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
1102005
Large deviations of vector-valued martingales in 2-smooth normed spaces
A Juditsky, AS Nemirovski
arXiv preprint arXiv:0809.0813, 2008
1002008
Accelerated stochastic approximation
B Delyon, A Juditsky
SIAM Journal on Optimization 3 (4), 868-881, 1993
961993
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
902008
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