Anatoli B. Juditsky

According to our database1, Anatoli B. Juditsky authored at least 36 papers between 1993 and 2020.

Collaborative distances:



In proceedings 
PhD thesis 




Convex Recovery of Marked Spatio-Temporal Point Processes.
CoRR, 2020

Unifying mirror descent and dual averaging.
CoRR, 2019

Algorithms of Robust Stochastic Optimization Based on Mirror Descent Method.
Autom. Remote. Control., 2019

Signal Recovery by Stochastic Optimization.
Autom. Remote. Control., 2019

Non-asymptotic confidence bounds for the optimal value of a stochastic program.
Optimization Methods and Software, 2017

Decomposition Techniques for Bilinear Saddle Point Problems and Variational Inequalities with Affine Monotone Operators.
J. Optim. Theory Appl., 2017

Solving variational inequalities with monotone operators on domains given by Linear Minimization Oracles.
Math. Program., 2016

Structure-Blind Signal Recovery.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Conditional gradient algorithms for norm-regularized smooth convex optimization.
Math. Program., 2015

Mirror Prox algorithm for multi-term composite minimization and semi-separable problems.
Comp. Opt. and Appl., 2015

On sequential hypotheses testing via convex optimization.
Autom. Remote. Control., 2015

Adaptive Recovery of Signals by Convex Optimization.
Proceedings of The 28th Conference on Learning Theory, 2015

Dual subgradient algorithms for large-scale nonsmooth learning problems.
Math. Program., 2014

Randomized first order algorithms with applications to ℓ 1-minimization.
Math. Program., 2013

Sparse non Gaussian component analysis by semidefinite programming.
Mach. Learn., 2013

Mirror Prox Algorithm for Multi-Term Composite Minimization and Alternating Directions.
CoRR, 2013

On unified view of nullspace-type conditions for recoveries associated with general sparsity structures
CoRR, 2012

Robust eigenvector of a stochastic matrix with application to PageRank.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Accuracy Guarantees for ℓ1-Recovery.
IEEE Trans. Inf. Theory, 2011

On Low Rank Matrix Approximations with Applications to Synthesis Problem in Compressed Sensing.
SIAM J. Matrix Anal. Appl., 2011

On verifiable sufficient conditions for sparse signal recovery via 1 minimization.
Math. Program., 2011

Verifiable conditions of 1-recovery for sparse signals with sign restrictions.
Math. Program., 2011

Sparse non-Gaussian component analysis.
IEEE Trans. Inf. Theory, 2010

Robust Stochastic Approximation Approach to Stochastic Programming.
SIAM J. Optim., 2009

A New Algorithm for Estimating the Effective Dimension-Reduction Subspace.
J. Mach. Learn. Res., 2008

Remark on "Recursive Aggregation of Estimators by the Mirror Descent Algorithm with Averaging" published in Probl. Peredachi Inf., 2005, no. 4.
Probl. Inf. Transm., 2006

Recursive Aggregation of Estimators by the Mirror Descent Algorithm with Averaging.
Probl. Inf. Transm., 2005

Generalization Error Bounds for Aggregation by Mirror Descent with Averaging.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Introduction to Special Issue on Mutliscale Statistical Signal Analysis and Its Application.
IEEE Trans. Inf. Theory, 1999

An algorithm for tracking a random walk with unknown drift.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

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

Accuracy analysis for wavelet approximations.
IEEE Trans. Neural Networks, 1995

Nonlinear black-box modeling in system identification: a unified overview.
Autom., 1995

Nonlinear black-box models in system identification: Mathematical foundations.
Autom., 1995

Determination of singular points in 2D deformable flow fields.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Accelerated Stochastic Approximation.
SIAM J. Optim., 1993