Anatoli B. Juditsky

According to our database, Anatoli B. Juditsky authored at least 49 papers between 1993 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

On Design of Polyhedral Estimates in Linear Inverse Problems.

Anatoli B. Juditsky, Arkadi Nemirovski

SIAM J. Math. Data Sci., March, 2024

2023

Unifying mirror descent and dual averaging.

Anatoli B. Juditsky, Joon Kwon, Éric Moulines

Math. Program., May, 2023

Accelerated stochastic approximation with state-dependent noise.

Sasila Ilandarideva, Anatoli B. Juditsky, Guanghui Lan, Tianjiao Li

CoRR, 2023

Generalized generalized linear models: Convex estimation and online bounds.

Anatoli B. Juditsky, Arkadi Nemirovski, Yao Xie, Chen Xu

CoRR, 2023

2022

Tight computationally efficient approximation of matrix norms with applications.

Anatoli B. Juditsky, Georgios Kotsalis, Arkadi Nemirovski

Open J. Math. Optim., March, 2022

On well-structured convex-concave saddle point problems and variational inequalities with monotone operators.

Anatoli B. Juditsky, Arkadi Nemirovski

Optim. Methods Softw., 2022

Stochastic Mirror Descent for Large-Scale Sparse Recovery.

Sasila Ilandarideva, Yannis Bekri, Anatoli B. Juditsky, Vianney Perchet

CoRR, 2022

Recovery of Intrinsic Heterojunction Bipolar Transistors Profiles by Neural Networks.

Grégoire Caron, Anatoli B. Juditsky, Nicolas Guitard, Didier Céli

Proceedings of the 2022 IEEE BiCMOS and Compound Semiconductor Integrated Circuits and Technology Symposium, 2022

2021

Constant Depth Decision Rules for multistage optimization under uncertainty.

Vincent Guigues, Anatoli B. Juditsky, Arkadi Nemirovski

Eur. J. Oper. Res., 2021

2020

Convex Parameter Recovery for Interacting Marked Processes.

Anatoli B. Juditsky, Arkadi Nemirovski, Liyan Xie, Yao Xie

IEEE J. Sel. Areas Inf. Theory, 2020

Sparse recovery by reduced variance stochastic approximation.

Anatoli B. Juditsky, Andrei Kulunchakov, Hlib Tsyntseus

CoRR, 2020

Convex Recovery of Marked Spatio-Temporal Point Processes.

Anatoli B. Juditsky, Arkadi Nemirovski, Liyan Xie, Yao Xie

CoRR, 2020

2019

Algorithms of Robust Stochastic Optimization Based on Mirror Descent Method.

Alexander V. Nazin, Arkadi S. Nemirovsky, Alexandre B. Tsybakov, Anatoli B. Juditsky

Autom. Remote. Control., 2019

Signal Recovery by Stochastic Optimization.

Anatoli B. Juditsky, Arkadi S. Nemirovsky

Autom. Remote. Control., 2019

2017

Non-asymptotic confidence bounds for the optimal value of a stochastic program.

Vincent Guigues, Anatoli B. Juditsky, Arkadi Nemirovski

Optim. Methods Softw., 2017

Decomposition Techniques for Bilinear Saddle Point Problems and Variational Inequalities with Affine Monotone Operators.

Bruce Cox, Anatoli B. Juditsky, Arkadi Nemirovski

J. Optim. Theory Appl., 2017

2016

Solving variational inequalities with monotone operators on domains given by Linear Minimization Oracles.

Anatoli B. Juditsky, Arkadi Nemirovski

Math. Program., 2016

Structure-Blind Signal Recovery.

Dmitry Ostrovsky, Zaïd Harchaoui, Anatoli B. Juditsky, Arkadi Nemirovski

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Conditional gradient algorithms for norm-regularized smooth convex optimization.

Zaïd Harchaoui, Anatoli B. Juditsky, Arkadi Nemirovski

Math. Program., 2015

Mirror Prox algorithm for multi-term composite minimization and semi-separable problems.

Niao He, Anatoli B. Juditsky, Arkadi Nemirovski

Comput. Optim. Appl., 2015

On sequential hypotheses testing via convex optimization.

Anatoli B. Juditsky, A. S. Nemirovskii

Autom. Remote. Control., 2015

Adaptive Recovery of Signals by Convex Optimization.

Zaïd Harchaoui, Anatoli B. Juditsky, Arkadi Nemirovski, Dmitry Ostrovsky

Proceedings of The 28th Conference on Learning Theory, 2015

2014

Dual subgradient algorithms for large-scale nonsmooth learning problems.

Bruce Cox, Anatoli B. Juditsky, Arkadi Nemirovski

Math. Program., 2014

2013

Randomized first order algorithms with applications to ℓ 1-minimization.

Anatoli B. Juditsky, Fatma Kilinç-Karzan, Arkadi Nemirovski

Math. Program., 2013

Sparse non Gaussian component analysis by semidefinite programming.

Elmar Diederichs, Anatoli B. Juditsky, Arkadi Nemirovski, Vladimir G. Spokoiny

Mach. Learn., 2013

Mirror Prox Algorithm for Multi-Term Composite Minimization and Alternating Directions.

Niao He, Anatoli B. Juditsky, Arkadi Nemirovski

CoRR, 2013

2012

On unified view of nullspace-type conditions for recoveries associated with general sparsity structures

Anatoli B. Juditsky, Fatma Kilinç-Karzan, Arkadi Nemirovski

CoRR, 2012

Robust eigenvector of a stochastic matrix with application to PageRank.

Anatoli B. Juditsky, Boris T. Polyak

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011

Accuracy Guarantees for ℓ₁-Recovery.

Anatoli B. Juditsky, Arkadi Nemirovski

IEEE Trans. Inf. Theory, 2011

On Low Rank Matrix Approximations with Applications to Synthesis Problem in Compressed Sensing.

Anatoli B. Juditsky, Fatma Kilinç-Karzan, Arkadi Nemirovski

SIAM J. Matrix Anal. Appl., 2011

On verifiable sufficient conditions for sparse signal recovery via <i>ℓ</i>₁ minimization.

Anatoli B. Juditsky, Arkadi Nemirovski

Math. Program., 2011

Verifiable conditions of <i>ℓ</i>₁-recovery for sparse signals with sign restrictions.

Anatoli B. Juditsky, Fatma Kilinç-Karzan, Arkadi Nemirovski

Math. Program., 2011

2010

Sparse non-Gaussian component analysis.

Elmar Diederichs, Anatoli B. Juditsky, Vladimir G. Spokoiny, Christof Schütte

IEEE Trans. Inf. Theory, 2010

2009

Robust Stochastic Approximation Approach to Stochastic Programming.

Arkadi Nemirovski, Anatoli B. Juditsky, Guanghui Lan, Alexander Shapiro

SIAM J. Optim., 2009

2008

A New Algorithm for Estimating the Effective Dimension-Reduction Subspace.

Arnak S. Dalalyan, Anatoli B. Juditsky, Vladimir G. Spokoiny

J. Mach. Learn. Res., 2008

2006

Remark on "Recursive Aggregation of Estimators by the Mirror Descent Algorithm with Averaging" published in <i>Probl. Peredachi Inf.</i>, 2005, no. 4.

Anatoli B. Juditsky, Alexander V. Nazin, Alexandre B. Tsybakov, Nicolas Vayatis

Probl. Inf. Transm., 2006

2005

Recursive Aggregation of Estimators by the Mirror Descent Algorithm with Averaging.

Anatoli B. Juditsky, Alexander V. Nazin, Alexandre B. Tsybakov, Nicolas Vayatis

Probl. Inf. Transm., 2005

Generalization Error Bounds for Aggregation by Mirror Descent with Averaging.

Anatoli B. Juditsky, Alexander V. Nazin, Alexandre B. Tsybakov, Nicolas Vayatis

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

1999

Introduction to Special Issue on Mutliscale Statistical Signal Analysis and Its Application.

Hamid Krim, Walter Willinger, Anatoli B. Juditsky, David N. C. Tse

IEEE Trans. Inf. Theory, 1999

1998

An algorithm for tracking a random walk with unknown drift.

Jean Luc Le Calvez, Bernard Delyon, Anatoli B. Juditsky

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Wavelets in identification.

Anatoli B. Juditsky, Qinghua Zhang, Bernard Delyon, Pierre-Yves Glorennec, Albert Benveniste

Proceedings of the Fuzzy logic and expert systems applications., 1998

1995

Accuracy analysis for wavelet approximations.

Bernard Delyon, Anatoli B. Juditsky, Albert Benveniste

IEEE Trans. Neural Networks, 1995

Nonlinear black-box modeling in system identification: a unified overview.

Jonas Sjöberg, Qinghua Zhang, Lennart Ljung, Albert Benveniste, Bernard Delyon, Pierre-Yves Glorennec, Håkan Hjalmarsson, Anatoli B. Juditsky

Autom., 1995

Nonlinear black-box models in system identification: Mathematical foundations.

Anatoli B. Juditsky, Håkan Hjalmarsson, Albert Benveniste, Bernard Delyon, Lennart Ljung, Jonas Sjöberg, Qinghua Zhang

Autom., 1995

Determination of singular points in 2D deformable flow fields.

Mariette Maurizot, Patrick Bouthemy, Bernard Delyon, Anatoli B. Juditsky, Jean-Marc Odobez

Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994

A robust algorithm for random parameter tracking.

Anatoli B. Juditsky, Pierre Priouret

IEEE Trans. Autom. Control., 1994

1993

A stochastic estimation algorithm with observation averaging.

Anatoli B. Juditsky

IEEE Trans. Autom. Control., 1993

On the projection algorithm and delay of peaking in adaptive control.

Bernard Delyon, Rauf Izmailov, Anatoli B. Juditsky

IEEE Trans. Autom. Control., 1993

Accelerated Stochastic Approximation.

Bernard Delyon, Anatoli B. Juditsky

SIAM J. Optim., 1993