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Anatoli B. Juditsky
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2020 – today
- 2023
- [j33]Anatoli B. Juditsky, Joon Kwon, Éric Moulines:
Unifying mirror descent and dual averaging. Math. Program. 199(1): 793-830 (2023) - [i8]Anatoli B. Juditsky, Arkadi Nemirovski, Yao Xie, Chen Xu:
Generalized generalized linear models: Convex estimation and online bounds. CoRR abs/2304.13793 (2023) - [i7]Sasila Ilandarideva, Anatoli B. Juditsky, Guanghui Lan, Tianjiao Li:
Accelerated stochastic approximation with state-dependent noise. CoRR abs/2307.01497 (2023) - 2022
- [j32]Anatoli B. Juditsky, Georgios Kotsalis, Arkadi Nemirovski:
Tight computationally efficient approximation of matrix norms with applications. Open J. Math. Optim. 3: 1-38 (2022) - [j31]Anatoli B. Juditsky, Arkadi Nemirovski:
On well-structured convex-concave saddle point problems and variational inequalities with monotone operators. Optim. Methods Softw. 37(5): 1567-1602 (2022) - [c7]Grégoire Caron, Anatoli B. Juditsky, Nicolas Guitard, Didier Céli:
Recovery of Intrinsic Heterojunction Bipolar Transistors Profiles by Neural Networks. BCICTS 2022: 228-231 - [i6]Sasila Ilandarideva, Yannis Bekri, Anatoli B. Juditsky, Vianney Perchet:
Stochastic Mirror Descent for Large-Scale Sparse Recovery. CoRR abs/2210.12882 (2022) - 2021
- [j30]Vincent Guigues, Anatoli B. Juditsky, Arkadi Nemirovski:
Constant Depth Decision Rules for multistage optimization under uncertainty. Eur. J. Oper. Res. 295(1): 223-232 (2021) - 2020
- [j29]Anatoli B. Juditsky, Arkadi Nemirovski, Liyan Xie, Yao Xie:
Convex Parameter Recovery for Interacting Marked Processes. IEEE J. Sel. Areas Inf. Theory 1(3): 799-813 (2020) - [i5]Anatoli B. Juditsky, Arkadi Nemirovski, Liyan Xie, Yao Xie:
Convex Recovery of Marked Spatio-Temporal Point Processes. CoRR abs/2003.12935 (2020) - [i4]Anatoli B. Juditsky, Andrei Kulunchakov, Hlib Tsyntseus:
Sparse recovery by reduced variance stochastic approximation. CoRR abs/2006.06365 (2020)
2010 – 2019
- 2019
- [j28]Alexander V. Nazin, Arkadi S. Nemirovsky, Alexandre B. Tsybakov, Anatoli B. Juditsky:
Algorithms of Robust Stochastic Optimization Based on Mirror Descent Method. Autom. Remote. Control. 80(9): 1607-1627 (2019) - [j27]Anatoli B. Juditsky, Arkadi S. Nemirovsky:
Signal Recovery by Stochastic Optimization. Autom. Remote. Control. 80(10): 1878-1893 (2019) - [i3]Anatoli B. Juditsky, Joon Kwon, Eric Moulines:
Unifying mirror descent and dual averaging. CoRR abs/1910.13742 (2019) - 2017
- [j26]Bruce Cox, Anatoli B. Juditsky, Arkadi Nemirovski:
Decomposition Techniques for Bilinear Saddle Point Problems and Variational Inequalities with Affine Monotone Operators. J. Optim. Theory Appl. 172(2): 402-435 (2017) - [j25]Vincent Guigues, Anatoli B. Juditsky, Arkadi Nemirovski:
Non-asymptotic confidence bounds for the optimal value of a stochastic program. Optim. Methods Softw. 32(5): 1033-1058 (2017) - 2016
- [j24]Anatoli B. Juditsky, Arkadi Nemirovski:
Solving variational inequalities with monotone operators on domains given by Linear Minimization Oracles. Math. Program. 156(1-2): 221-256 (2016) - [c6]Dmitry Ostrovsky, Zaïd Harchaoui, Anatoli B. Juditsky, Arkadi Nemirovski:
Structure-Blind Signal Recovery. NIPS 2016: 4817-4825 - 2015
- [j23]Anatoli B. Juditsky, A. S. Nemirovskii:
On sequential hypotheses testing via convex optimization. Autom. Remote. Control. 76(5): 809-825 (2015) - [j22]Niao He, Anatoli B. Juditsky, Arkadi Nemirovski:
Mirror Prox algorithm for multi-term composite minimization and semi-separable problems. Comput. Optim. Appl. 61(2): 275-319 (2015) - [j21]Zaïd Harchaoui, Anatoli B. Juditsky, Arkadi Nemirovski:
Conditional gradient algorithms for norm-regularized smooth convex optimization. Math. Program. 152(1-2): 75-112 (2015) - [c5]Zaïd Harchaoui, Anatoli B. Juditsky, Arkadi Nemirovski, Dmitry Ostrovsky:
Adaptive Recovery of Signals by Convex Optimization. COLT 2015: 929-955 - 2014
- [j20]Bruce Cox, Anatoli B. Juditsky, Arkadi Nemirovski:
Dual subgradient algorithms for large-scale nonsmooth learning problems. Math. Program. 148(1-2): 143-180 (2014) - 2013
- [j19]Elmar Diederichs, Anatoli B. Juditsky, Arkadi Nemirovski, Vladimir G. Spokoiny:
Sparse non Gaussian component analysis by semidefinite programming. Mach. Learn. 91(2): 211-238 (2013) - [j18]Anatoli B. Juditsky, Fatma Kilinç-Karzan, Arkadi Nemirovski:
Randomized first order algorithms with applications to ℓ 1-minimization. Math. Program. 142(1-2): 269-310 (2013) - [i2]Niao He, Anatoli B. Juditsky, Arkadi Nemirovski:
Mirror Prox Algorithm for Multi-Term Composite Minimization and Alternating Directions. CoRR abs/1311.1098 (2013) - 2012
- [c4]Anatoli B. Juditsky, Boris T. Polyak:
Robust eigenvector of a stochastic matrix with application to PageRank. CDC 2012: 3171-3176 - [i1]Anatoli B. 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) - 2011
- [j17]Anatoli B. Juditsky, Arkadi Nemirovski:
On verifiable sufficient conditions for sparse signal recovery via ℓ1 minimization. Math. Program. 127(1): 57-88 (2011) - [j16]Anatoli B. Juditsky, Fatma Kilinç-Karzan, Arkadi Nemirovski:
Verifiable conditions of ℓ1-recovery for sparse signals with sign restrictions. Math. Program. 127(1): 89-122 (2011) - [j15]Anatoli B. Juditsky, Fatma Kilinç-Karzan, Arkadi Nemirovski:
On Low Rank Matrix Approximations with Applications to Synthesis Problem in Compressed Sensing. SIAM J. Matrix Anal. Appl. 32(3): 1019-1029 (2011) - [j14]Anatoli B. Juditsky, Arkadi Nemirovski:
Accuracy Guarantees for ℓ1-Recovery. IEEE Trans. Inf. Theory 57(12): 7818-7839 (2011) - 2010
- [j13]Elmar Diederichs, Anatoli B. Juditsky, Vladimir G. Spokoiny, Christof Schütte:
Sparse non-Gaussian component analysis. IEEE Trans. Inf. Theory 56(6): 3033-3047 (2010)
2000 – 2009
- 2009
- [j12]Arkadi Nemirovski, Anatoli B. Juditsky, Guanghui Lan, Alexander Shapiro:
Robust Stochastic Approximation Approach to Stochastic Programming. SIAM J. Optim. 19(4): 1574-1609 (2009) - 2008
- [j11]Arnak S. Dalalyan, Anatoli B. Juditsky, Vladimir G. Spokoiny:
A New Algorithm for Estimating the Effective Dimension-Reduction Subspace. J. Mach. Learn. Res. 9: 1647-1678 (2008) - 2006
- [j10]Anatoli B. Juditsky, Alexander V. Nazin, Alexandre B. Tsybakov, Nicolas Vayatis:
Remark on "Recursive Aggregation of Estimators by the Mirror Descent Algorithm with Averaging" published in Probl. Peredachi Inf., 2005, no. 4. Probl. Inf. Transm. 42(3): 262 (2006) - 2005
- [j9]Anatoli B. Juditsky, Alexander V. Nazin, Alexandre B. Tsybakov, Nicolas Vayatis:
Recursive Aggregation of Estimators by the Mirror Descent Algorithm with Averaging. Probl. Inf. Transm. 41(4): 368-384 (2005) - [c3]Anatoli B. Juditsky, Alexander V. Nazin, Alexandre B. Tsybakov, Nicolas Vayatis:
Generalization Error Bounds for Aggregation by Mirror Descent with Averaging. NIPS 2005: 603-610
1990 – 1999
- 1999
- [j8]Hamid Krim, Walter Willinger, Anatoli B. Juditsky, David N. C. Tse:
Introduction to Special Issue on Mutliscale Statistical Signal Analysis and Its Application. IEEE Trans. Inf. Theory 45(3): 825-827 (1999) - 1998
- [c2]Jean Luc Le Calvez, Bernard Delyon, Anatoli B. Juditsky:
An algorithm for tracking a random walk with unknown drift. ICASSP 1998: 2177-2180 - [p1]Anatoli B. Juditsky, Qinghua Zhang, Bernard Delyon, Pierre-Yves Glorennec, Albert Benveniste:
Wavelets in identification. Fuzzy logic and expert systems applications 1998: 315-412 - 1995
- [j7]Jonas Sjöberg, Qinghua Zhang, Lennart Ljung, Albert Benveniste, Bernard Delyon, Pierre-Yves Glorennec, Håkan Hjalmarsson, Anatoli B. Juditsky:
Nonlinear black-box modeling in system identification: a unified overview. Autom. 31(12): 1691-1724 (1995) - [j6]Anatoli B. Juditsky, Håkan Hjalmarsson, Albert Benveniste, Bernard Delyon, Lennart Ljung, Jonas Sjöberg, Qinghua Zhang:
Nonlinear black-box models in system identification: Mathematical foundations. Autom. 31(12): 1725-1750 (1995) - [j5]Bernard Delyon, Anatoli B. Juditsky, Albert Benveniste:
Accuracy analysis for wavelet approximations. IEEE Trans. Neural Networks 6(2): 332-348 (1995) - [c1]Mariette Maurizot, Patrick Bouthemy, Bernard Delyon, Anatoli B. Juditsky, Jean-Marc Odobez:
Determination of singular points in 2D deformable flow fields. ICIP (3) 1995: 488-491 - 1994
- [j4]Anatoli B. Juditsky, Pierre Priouret:
A robust algorithm for random parameter tracking. IEEE Trans. Autom. Control. 39(6): 1211-1221 (1994) - 1993
- [j3]Bernard Delyon, Anatoli B. Juditsky:
Accelerated Stochastic Approximation. SIAM J. Optim. 3(4): 868-881 (1993) - [j2]Bernard Delyon, Rauf Izmailov, Anatoli B. Juditsky:
On the projection algorithm and delay of peaking in adaptive control. IEEE Trans. Autom. Control. 38(4): 581-584 (1993) - [j1]Anatoli B. Juditsky:
A stochastic estimation algorithm with observation averaging. IEEE Trans. Autom. Control. 38(5): 794-798 (1993)
Coauthor Index
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