Anatoli Juditsky
Anatoli Juditsky
Professor UGA
Verified email at univ-grenoble-alpes.fr
Title
Cited by
Cited by
Year
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
24091995
Robust stochastic approximation approach to stochastic programming
A Nemirovski, A Juditsky, G Lan, A Shapiro
SIAM Journal on optimization 19 (4), 1574-1609, 2009
18332009
Acceleration of stochastic approximation by averaging
BT Polyak, AB Juditsky
SIAM journal on control and optimization 30 (4), 838-855, 1992
15011992
Optimization for machine learning
S Sra, S Nowozin, SJ Wright
Mit Press, 2012
5682012
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
4871995
Accuracy analysis for wavelet approximations
B Delyon, A Juditsky, A Benveniste
IEEE Transactions on neural networks 6 (2), 332-348, 1995
3831995
Direct estimation of the index coefficient in a single-index model
M Hristache, A Juditsky, V Spokoiny
Annals of Statistics, 595-623, 2001
3252001
Solving variational inequalities with stochastic mirror-prox algorithm
A Juditsky, A Nemirovski, C Tauvel
Stochastic Systems 1 (1), 17-58, 2011
2602011
Functional aggregation for nonparametric regression
A Juditsky, A Nemirovski
Annals of Statistics, 681-712, 2000
2072000
Structure adaptive approach for dimension reduction
M Hristache, A Juditsky, J Polzehl, V Spokoiny
Annals of Statistics 29 (6), 1537-1566, 2001
1932001
Conditional gradient algorithms for norm-regularized smooth convex optimization
Z Harchaoui, A Juditsky, A Nemirovski
Mathematical Programming 152 (1), 75-112, 2015
1762015
Deterministic and stochastic primal-dual subgradient algorithms for uniformly convex minimization
A Juditsky, Y Nesterov
Stochastic Systems 4 (1), 44-80, 2014
159*2014
Learning by mirror averaging
A Juditsky, P Rigollet, AB Tsybakov
The Annals of Statistics 36 (5), 2183-2206, 2008
1552008
On minimax wavelet estimators
B Delyon, A Juditsky
Applied and Computational Harmonic Analysis 3 (3), 215-228, 1996
1491996
First order methods for nonsmooth convex large-scale optimization, i: general purpose methods
A Juditsky, A Nemirovski
Optimization for Machine Learning, 121, 2011
1442011
On verifiable sufficient conditions for sparse signal recovery via ℓ 1 minimization
A Juditsky, A Nemirovski
Mathematical programming 127 (1), 57-88, 2011
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
1142005
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
1042011
Accelerated stochastic approximation
B Delyon, A Juditsky
SIAM Journal on Optimization 3 (4), 868-881, 1993
701993
On minimax density estimation on\mathbb {R}
A Juditsky, S Lambert-Lacroix
Bernoulli 10 (2), 187-220, 2004
682004
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