Anatoli B. Juditsky

55 papers A* 1A 1Misc 1Journal 46Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Accelerated stochastic approximation with state-dependent noise. Math. Program. Sasila Ilandarideva, Anatoli B. Juditsky, Guanghui Lan, Tianjiao Li
2025	J	`jnl`	Estimation from Indirect Observations Under Stochastic Uncertainty in Observation Matrix. J. Optim. Theory Appl. Yannis Bekri, Anatoli B. Juditsky, Arkadi Nemirovski
2025	J	`jnl`	Robust Signal Recovery Under Uncertain-but-Bounded Perturbations in Observation Matrix. J. Optim. Theory Appl. Yannis Bekri, Anatoli B. Juditsky, Arkadi Nemirovski
2024	J	`jnl`	First order algorithms for computing linear and polyhedral estimates. Open J. Math. Optim. Yannis Bekri, Anatoli B. Juditsky, Arkadi Nemirovski
2024	J	`jnl`	On Design of Polyhedral Estimates in Linear Inverse Problems. SIAM J. Math. Data Sci. Anatoli B. Juditsky, Arkadi Nemirovski
2023	J	`jnl`	Accelerated stochastic approximation with state-dependent noise. CoRR Sasila Ilandarideva, Anatoli B. Juditsky, Guanghui Lan, Tianjiao Li
2023	J	`jnl`	Generalized generalized linear models: Convex estimation and online bounds. CoRR Anatoli B. Juditsky, Arkadi Nemirovski, Yao Xie, Chen Xu
2023	A	`conf`	Stochastic Mirror Descent for Large-Scale Sparse Recovery. AISTATS Sasila Ilandarideva, Yannis Bekri, Anatoli B. Juditsky, Vianney Perchet
2023	J	`jnl`	Unifying mirror descent and dual averaging. Math. Program. Anatoli B. Juditsky, Joon Kwon, Éric Moulines
2022	J	`jnl`	On well-structured convex-concave saddle point problems and variational inequalities with monotone operators. Optim. Methods Softw. Anatoli B. Juditsky, Arkadi Nemirovski
2022	—	`conf`	Recovery of Intrinsic Heterojunction Bipolar Transistors Profiles by Neural Networks. BCICTS Grégoire Caron, Anatoli B. Juditsky, Nicolas Guitard, Didier Céli
2022	J	`jnl`	Stochastic Mirror Descent for Large-Scale Sparse Recovery. CoRR Sasila Ilandarideva, Yannis Bekri, Anatoli B. Juditsky, Vianney Perchet
2022	J	`jnl`	Tight computationally efficient approximation of matrix norms with applications. Open J. Math. Optim. Anatoli B. Juditsky, Georgios Kotsalis, Arkadi Nemirovski
2021	J	`jnl`	Constant Depth Decision Rules for multistage optimization under uncertainty. Eur. J. Oper. Res. Vincent Guigues, Anatoli B. Juditsky, Arkadi Nemirovski
2020	J	`jnl`	Convex Parameter Recovery for Interacting Marked Processes. IEEE J. Sel. Areas Inf. Theory Anatoli B. Juditsky, Arkadi Nemirovski, Liyan Xie, Yao Xie
2020	J	`jnl`	Convex Recovery of Marked Spatio-Temporal Point Processes. CoRR Anatoli B. Juditsky, Arkadi Nemirovski, Liyan Xie, Yao Xie
2020	J	`jnl`	Sparse recovery by reduced variance stochastic approximation. CoRR Anatoli B. Juditsky, Andrei Kulunchakov, Hlib Tsyntseus
2019	J	`jnl`	Algorithms of Robust Stochastic Optimization Based on Mirror Descent Method. Autom. Remote. Control. Alexander V. Nazin, Arkadi S. Nemirovsky, Alexandre B. Tsybakov, Anatoli B. Juditsky
2019	J	`jnl`	Signal Recovery by Stochastic Optimization. Autom. Remote. Control. Anatoli B. Juditsky, Arkadi S. Nemirovsky
2019	J	`jnl`	Unifying mirror descent and dual averaging. CoRR Anatoli B. Juditsky, Joon Kwon, Eric Moulines
2017	J	`jnl`	Decomposition Techniques for Bilinear Saddle Point Problems and Variational Inequalities with Affine Monotone Operators. J. Optim. Theory Appl. Bruce Cox, Anatoli B. Juditsky, Arkadi Nemirovski
2017	J	`jnl`	Non-asymptotic confidence bounds for the optimal value of a stochastic program. Optim. Methods Softw. Vincent Guigues, Anatoli B. Juditsky, Arkadi Nemirovski
2016	J	`jnl`	Solving variational inequalities with monotone operators on domains given by Linear Minimization Oracles. Math. Program. Anatoli B. Juditsky, Arkadi Nemirovski
2016	—	`conf`	Structure-Blind Signal Recovery. NIPS Dmitry Ostrovsky, Zaïd Harchaoui, Anatoli B. Juditsky, Arkadi Nemirovski
2015	A*	`conf`	Adaptive Recovery of Signals by Convex Optimization. COLT Zaïd Harchaoui, Anatoli B. Juditsky, Arkadi Nemirovski, Dmitry Ostrovsky
2015	J	`jnl`	Conditional gradient algorithms for norm-regularized smooth convex optimization. Math. Program. Zaïd Harchaoui, Anatoli B. Juditsky, Arkadi Nemirovski
2015	J	`jnl`	Mirror Prox algorithm for multi-term composite minimization and semi-separable problems. Comput. Optim. Appl. Niao He, Anatoli B. Juditsky, Arkadi Nemirovski
2015	J	`jnl`	On sequential hypotheses testing via convex optimization. Autom. Remote. Control. Anatoli B. Juditsky, A. S. Nemirovskii
2014	J	`jnl`	Dual subgradient algorithms for large-scale nonsmooth learning problems. Math. Program. Bruce Cox, Anatoli B. Juditsky, Arkadi Nemirovski
2013	J	`jnl`	Mirror Prox Algorithm for Multi-Term Composite Minimization and Alternating Directions. CoRR Niao He, Anatoli B. Juditsky, Arkadi Nemirovski
2013	J	`jnl`	Randomized first order algorithms with applications to ℓ 1-minimization. Math. Program. Anatoli B. Juditsky, Fatma Kilinç-Karzan, Arkadi Nemirovski
2013	J	`jnl`	Sparse non Gaussian component analysis by semidefinite programming. Mach. Learn. Elmar Diederichs, Anatoli B. Juditsky, Arkadi Nemirovski, Vladimir G. Spokoiny
2012	J	`jnl`	On unified view of nullspace-type conditions for recoveries associated with general sparsity structures CoRR Anatoli B. Juditsky, Fatma Kilinç-Karzan, Arkadi Nemirovski
2012	—	`conf`	Robust eigenvector of a stochastic matrix with application to PageRank. CDC Anatoli B. Juditsky, Boris T. Polyak
2011	J	`jnl`	Accuracy Guarantees for ℓ IEEE Trans. Inf. Theory Anatoli B. Juditsky, Arkadi Nemirovski
2011	J	`jnl`	On Low Rank Matrix Approximations with Applications to Synthesis Problem in Compressed Sensing. SIAM J. Matrix Anal. Appl. Anatoli B. Juditsky, Fatma Kilinç-Karzan, Arkadi Nemirovski
2011	J	`jnl`	On verifiable sufficient conditions for sparse signal recovery via Math. Program. Anatoli B. Juditsky, Arkadi Nemirovski
2011	J	`jnl`	Verifiable conditions of Math. Program. Anatoli B. Juditsky, Fatma Kilinç-Karzan, Arkadi Nemirovski
2010	J	`jnl`	Sparse non-Gaussian component analysis. IEEE Trans. Inf. Theory Elmar Diederichs, Anatoli B. Juditsky, Vladimir G. Spokoiny, Christof Schütte
2009	J	`jnl`	Robust Stochastic Approximation Approach to Stochastic Programming. SIAM J. Optim. Arkadi Nemirovski, Anatoli B. Juditsky, Guanghui Lan, Alexander Shapiro
2008	J	`jnl`	A New Algorithm for Estimating the Effective Dimension-Reduction Subspace. J. Mach. Learn. Res. Arnak S. Dalalyan, Anatoli B. Juditsky, Vladimir G. Spokoiny
2006	J	`jnl`	Remark on "Recursive Aggregation of Estimators by the Mirror Descent Algorithm with Averaging" published in Probl. Inf. Transm. Anatoli B. Juditsky, Alexander V. Nazin, Alexandre B. Tsybakov, Nicolas Vayatis
2005	—	`conf`	Generalization Error Bounds for Aggregation by Mirror Descent with Averaging. NIPS Anatoli B. Juditsky, Alexander V. Nazin, Alexandre B. Tsybakov, Nicolas Vayatis
2005	J	`jnl`	Recursive Aggregation of Estimators by the Mirror Descent Algorithm with Averaging. Probl. Inf. Transm. Anatoli B. Juditsky, Alexander V. Nazin, Alexandre B. Tsybakov, Nicolas Vayatis
1999	J	`jnl`	Introduction to Special Issue on Mutliscale Statistical Signal Analysis and Its Application. IEEE Trans. Inf. Theory Hamid Krim, Walter Willinger, Anatoli B. Juditsky, David N. C. Tse
1998	Misc	`conf`	An algorithm for tracking a random walk with unknown drift. ICASSP Jean Luc Le Calvez, Bernard Delyon, Anatoli B. Juditsky
1998	—	`ch.`	Wavelets in identification. Fuzzy logic and expert systems applications Anatoli B. Juditsky, Qinghua Zhang, Bernard Delyon, Pierre-Yves Glorennec, Albert Benveniste
1995	J	`jnl`	Accuracy analysis for wavelet approximations. IEEE Trans. Neural Networks Bernard Delyon, Anatoli B. Juditsky, Albert Benveniste
1995	—	`conf`	Determination of singular points in 2D deformable flow fields. ICIP (3) Mariette Maurizot, Patrick Bouthemy, Bernard Delyon, Anatoli B. Juditsky, Jean-Marc Odobez
1995	J	`jnl`	Nonlinear black-box modeling in system identification: a unified overview. Autom. Jonas Sjöberg, Qinghua Zhang, Lennart Ljung, Albert Benveniste, Bernard Delyon, Pierre-Yves Glorennec, Håkan Hjalmarsson, Anatoli B. Juditsky
1995	J	`jnl`	Nonlinear black-box models in system identification: Mathematical foundations. Autom. Anatoli B. Juditsky, Håkan Hjalmarsson, Albert Benveniste, Bernard Delyon, Lennart Ljung, Jonas Sjöberg, Qinghua Zhang
1994	J	`jnl`	A robust algorithm for random parameter tracking. IEEE Trans. Autom. Control. Anatoli B. Juditsky, Pierre Priouret
1993	J	`jnl`	A stochastic estimation algorithm with observation averaging. IEEE Trans. Autom. Control. Anatoli B. Juditsky
1993	J	`jnl`	Accelerated Stochastic Approximation. SIAM J. Optim. Bernard Delyon, Anatoli B. Juditsky
1993	J	`jnl`	On the projection algorithm and delay of peaking in adaptive control. IEEE Trans. Autom. Control. Bernard Delyon, Rauf Izmailov, Anatoli B. Juditsky