 | 2011 |
| 10 |  | Anatoli Juditsky,
Arkadi Nemirovski:
Accuracy Guarantees for $\ell_1$-Recovery.
IEEE Transactions on Information Theory 57(12): 7818-7839 (2011) |
| 9 |  | Anatoli Juditsky,
Arkadi Nemirovski:
On verifiable sufficient conditions for sparse signal recovery via ℓ1 minimization.
Math. Program. 127(1): 57-88 (2011) |
| 8 |  | Anatoli Juditsky,
Fatma Kilinç-Karzan,
Arkadi Nemirovski:
Verifiable conditions of ℓ1-recovery for sparse signals with sign restrictions.
Math. Program. 127(1): 89-122 (2011) |
| 7 |  | Anatoli Juditsky,
Fatma Kilinç-Karzan,
Arkadi Nemirovski:
On Low Rank Matrix Approximations with Applications to Synthesis Problem in Compressed Sensing.
SIAM J. Matrix Analysis Applications 32(3): 1019-1029 (2011) |
| 2010 |
| 6 |  | Elmar Diederichs,
Anatoli Juditsky,
Vladimir Spokoiny,
Christof Schütte:
Sparse non-Gaussian component analysis.
IEEE Transactions on Information Theory 56(6): 3033-3047 (2010) |
| 2009 |
| 5 |  | Arkadi Nemirovski,
Anatoli Juditsky,
Guanghui Lan,
Alexander Shapiro:
Robust Stochastic Approximation Approach to Stochastic Programming.
SIAM Journal on Optimization 19(4): 1574-1609 (2009) |
| 2008 |
| 4 |  | Arnak S. Dalalyan,
Anatoli Juditsky,
Vladimir Spokoiny:
A New Algorithm for Estimating the Effective Dimension-Reduction Subspace.
Journal of Machine Learning Research 9: 1647-1678 (2008) |
| 2005 |
| 3 |  | Anatoli Juditsky,
Alexander V. Nazin,
Alexandre B. Tsybakov,
Nicolas Vayatis:
Generalization Error Bounds for Aggregation by Mirror Descent with Averaging.
NIPS 2005 |
| 1995 |
| 2 |  | Jonas Sjöberg,
Qinghua Zhang,
Lennart Ljung,
Albert Benveniste,
Bernard Delyon,
Pierre-Yves Glorennec,
Håkan Hjalmarsson,
Anatoli Juditsky:
Nonlinear black-box modeling in system identification: a unified overview.
Automatica 31(12): 1691-1724 (1995) |
| 1 |  | Anatoli Juditsky,
Håkan Hjalmarsson,
Albert Benveniste,
Bernard Delyon,
Lennart Ljung,
Jonas Sjöberg,
Qinghua Zhang:
Nonlinear black-box models in system identification: Mathematical foundations.
Automatica 31(12): 1725-1750 (1995) |