Anatoli Juditsky

Elmar Diederichs, Anatoli Juditsky, Arkadi Nemirovski, Vladimir Spokoiny: Sparse non Gaussian component analysis by semidefinite programming. Machine Learning 91(2): 211-238 (2013)

Anatoli Juditsky, Boris T. Polyak: Robust eigenvector of a stochastic matrix with application to PageRank. CDC 2012: 3171-3176

Anatoli Juditsky, Fatma Kilinç-Karzan, Arkadi Nemirovski: On unified view of nullspace-type conditions for recoveries associated with general sparsity structures. CoRR abs/1207.1119 (2012)

Anatoli Juditsky, Arkadi Nemirovski: On verifiable sufficient conditions for sparse signal recovery via ℓ₁ minimization. Math. Program. 127(1): 57-88 (2011)

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)

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)

Anatoli Juditsky, Arkadi Nemirovski: Accuracy Guarantees for $\ell_1$-Recovery. IEEE Transactions on Information Theory 57(12): 7818-7839 (2011)

Elmar Diederichs, Anatoli Juditsky, Vladimir Spokoiny, Christof Schütte: Sparse non-Gaussian component analysis. IEEE Transactions on Information Theory 56(6): 3033-3047 (2010)

Arkadi Nemirovski, Anatoli Juditsky, Guanghui Lan, Alexander Shapiro: Robust Stochastic Approximation Approach to Stochastic Programming. SIAM Journal on Optimization 19(4): 1574-1609 (2009)

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)

Anatoli Juditsky, Alexander V. Nazin, Alexandre B. Tsybakov, Nicolas Vayatis: Generalization Error Bounds for Aggregation by Mirror Descent with Averaging. NIPS 2005

Hamid Krim, Walter Willinger, Anatoli Juditsky, David N. C. Tse: Introduction to Special Issue on Mutliscale Statistical Signal Analysis and Its Application. IEEE Transactions on Information Theory 45(3): 825-827 (1999)

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)

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)

Bernard Delyon, Anatoli Juditsky, Albert Benveniste: Accuracy analysis for wavelet approximations. IEEE Trans. Neural Netw. Learning Syst. 6(2): 332-348 (1995)

Mariette Maurizot, Patrick Bouthemy, Bernard Delyon, Anatoli Juditsky, Jean-Marc Odobez: Determination of singular points in 2D deformable flow fields. ICIP (3) 1995: 488-491