Optimal and robust kernel algorithms for passive stochastic approximation. - Alexander V. Nazin; Boris T. Polyak; Alexandre B. Tsybakov (IEEE Trans. Inf. Theory, 1992)

Minimax lower bound for time-varying frequency estimation of harmonic signal. - Alexander V. Nazin; Vladimir Katkovnik (IEEE Trans. Signal Process., 1998)

Suboptimal robust asymptotic observer for stochastic continuous time nonlinear system: numerical procedure and convergence analysis. - Alex Poznyak; Alexander V. Nazin; Daishi Murano (CDC, 2002)

A non-asymptotic approach to local modelling. - Jacob Roll; Alexander V. Nazin; Lennart Ljung (CDC, 2002)

Asymptotically optimal smoothing of averaged LMS estimates for regression parameter tracking. - Alexander V. Nazin; Lennart Ljung (Autom., 2002)

Local modelling with a priori known bounds using direct weight optimization. - Jacob Roll; Alexander V. Nazin; Lennart Ljung (ECC, 2003)

Observer matrix gain optimization for stochastic continuous time nonlinear systems. - Alex Poznyak; Alexander V. Nazin; Daishi Murano (Syst. Control. Lett., 2004)

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

Nonlinear system identification via direct weight optimization. - Jacob Roll; Alexander V. Nazin; Lennart Ljung (Autom., 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)

Rejection of Bounded Disturbances via Invariant Ellipsoids Technique. - Boris T. Polyak; Alexander V. Nazin; Michael V. Topunov; Sergey A. Nazin (CDC, 2006)

Remark on "Recursive Aggregation of Estimators by the Mirror Descent Algorithm with Averaging" published in Probl. Peredachi Inf., 2005, no. 4. - Anatoli B. Juditsky; Alexander V. Nazin; Alexandre B. Tsybakov; Nicolas Vayatis (Probl. Inf. Transm., 2006)

A randomized algorithm for finding eigenvector of stochastic matrix with application to PageRank problem. - Alexander V. Nazin; Boris T. Polyak (CCA/ISIC, 2009)

Adaptive randomized algorithm for finding eigenvector of stochastic matrix with application to PageRank. - Alexander V. Nazin; Boris T. Polyak (CDC, 2009)

Estimating the principal eigenvector of a stochastic matrix: Mirror Descent Algorithms via game approach with application to PageRank problem. - Alexander V. Nazin (CDC, 2010)

The mirror descent control algorithm for weakly regular homogeneous finite Markov chains with unknown mean losses. - Alexander V. Nazin; Boris M. Miller (CDC/ECC, 2011)

On effectiveness of the Mirror Decent Algorithm for a stochastic multi-armed bandit governed by a stationary finite Markov chain. - Alexander V. Nazin; Boris M. Miller (AuCC, 2013)

Extension of a saddle point mirror descent algorithm with application to robust PageRank. - Andrey A. Tremba; Alexander V. Nazin (CDC, 2013)

Mirror decent algorithm for a multi-armed bandit governed by a stationary finite state Markov chain. - Alexander V. Nazin; Boris M. Miller (ECC, 2013)

Robust Mirror Decent Algorithm for a Multi-Armed Bandit Governed by a Stationary Finite Markov Chain. - Alexander V. Nazin; Boris M. Miller (MIM, 2013)

Application of the Mirror Descent Method to minimize average losses coming by a poisson flow. - Alexander V. Nazin; Svetlana V. Anulova; Andrey A. Tremba (ECC, 2014)

A mirror descent algorithm for minimization of mean Poisson flow driven losses. - Alexander V. Nazin; Svetlana V. Anulova; Andrey A. Tremba (Autom. Remote. Control., 2014)

L 1-optimal linear programming estimator for periodic frontier functions with Hölder continuous derivative. - Alexander V. Nazin; Stéphane Girard (Autom. Remote. Control., 2014)

Adaptive mirror descent algorithm for the minimization of expected cumulative losses driven by a renewal process. - Alexander V. Nazin; Svetlana V. Anulova; Andrey A. Tremba; Pavel S. Shcherbakov 001 (ECC, 2015)

Saddle point mirror descent algorithm for the robust PageRank problem. - Alexander V. Nazin; Andrey A. Tremba (Autom. Remote. Control., 2016)

Algorithms of Inertial Mirror Descent in Stochastic Convex Optimization Problems. - Alexander V. Nazin (ACMPT, 2017)

Algorithms of Inertial Mirror Descent in Convex Problems of Stochastic Optimization. - Alexander V. Nazin (Autom. Remote. Control., 2018)

Projectional Learning Laws for Differential Neural Networks Based on Double-Averaged Sub-Gradient Descent Technique. - Isaac Chairez 001; Alexander S. Poznyak; Alexander V. Nazin; Tatyana Poznyak (ISNN (1), 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)

Integral Sliding Mode Convex Optimization in Uncertain Lagrangian Systems Driven by PMDC Motors: Averaged Subgradient Approach. - Alexander S. Poznyak; Alexander V. Nazin; Hussain Alazki (IEEE Trans. Autom. Control., 2021)