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

Comments on "Two necessary conditions for a complex polynomial to be strictly Hurwitz and their applications in robust stability analysis" [with reply]. - Boris T. Polyak; Yakov Z. Tsypkin; Yunqing Shi 001; K. K. Yen; C. M. Chen (IEEE Trans. Autom. Control., 1994)

Necessary and sufficient conditions for robust stability of linear systems with multiaffine uncertainty structure. - Boris T. Polyak; Jacob Kogan (IEEE Trans. Autom. Control., 1995)

Multiplying Disks: Robust Stability of a Cascade Connection. - Boris T. Polyak; A. N. Vishnyakov (Eur. J. Control, 1996)

Numerical search of stable or unstable element in matrix or polynomial families: A unified approach to robustness analysis and stabilization. - Boris T. Polyak; Pavel S. Shcherbakov 001 (Robustness in Identification and Control, 1998)

High-Gain Robust Control. - Yakov Z. Tsypkin; Boris T. Polyak (Eur. J. Control, 1999)

Robust stability and design of linear discrete-time SISO systems under l1 uncertainties. - Boris T. Polyak; Mark E. Halpern (IEEE Trans. Autom. Control., 1999)

Fast algorithms for exact and approximate feasibility of robust LMIs. - Giuseppe Carlo Calafiore; Boris T. Polyak (CDC, 2000)

Inner ellipsoidal approximation of membership set: a fast recursive algorithm. - Fabrizio Dabbene; Paolo Gay; Boris T. Polyak (CDC, 2000)

Optimal tracking with fixed order controllers. - Mark E. Halpern; Boris T. Polyak (CDC, 2000)

Discussion on: 'Multiobjective L1/H∞ Controller Design for Systems with Frequency and Time Domain Constraints'. - Boris T. Polyak; Wassim M. Haddad; VijaySekhar Chellaboina; Rohit Kumar (Eur. J. Control, 2000)

Random spherical uncertainty in estimation and robustness. - Boris T. Polyak; Pavel S. Shcherbakov 001 (IEEE Trans. Autom. Control., 2000)

Probabilistic robust design with linear quadratic regulators. - Boris T. Polyak; Roberto Tempo (Syst. Control. Lett., 2001)

Stochastic algorithms for exact and approximate feasibility of robust LMIs. - Giuseppe Carlo Calafiore; Boris T. Polyak (IEEE Trans. Autom. Control., 2001)

A superstability approach to synthesizing low order suboptimal L∞-induced controllers for LPV systems. - Mario Sznaier; Boris T. Polyak; A. Halpern; Constantino M. Lagoa (CDC, 2002)

Optimization-based design of fixed-order controllers for command following. - Mark E. Halpern; Boris T. Polyak (Autom., 2002)

History of mathematical programming in the USSR: analyzing the phenomenon. - Boris T. Polyak (Math. Program., 2002)

Recursive algorithms for inner ellipsoidal approximation of convex polytopes. - Fabrizio Dabbene; Paolo Gay; Boris T. Polyak (Autom., 2003)

Ellipsoidal parameter or state estimation under model uncertainty. - Boris T. Polyak; Sergey A. Nazin; Cécile Durieu; Eric Walter (Autom., 2004)

Interval solutions for interval algebraic equations. - Boris T. Polyak; Sergey A. Nazin (Math. Comput. Simul., 2004)

Geometry of the stability domain in the parameter space: D-decomposition technique. - Elena N. Gryazina; Boris T. Polyak (CDC/ECC, 2005)

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

Output Feedback Controllers Synthesis with Practical Pole Clustering for Descriptor Systems. - Ching-Hsiang Lee; Lin Hong; Chun-Hsiung Fang; Boris T. Polyak (ICICIC (1), 2006)

Stability regions in the parameter space: D-decomposition revisited. - Elena N. Gryazina; Boris T. Polyak (Autom., 2006)

Cubic regularization of Newton method and its global performance. - Yurii E. Nesterov; Boris T. Polyak (Math. Program., 2006)

Fixed-order controller design for SISO systems using Monte Carlo technique. - Yana I. Petrikevich; Boris T. Polyak; Pavel S. Shcherbakov 001 (ALCOSP, 2007)

A randomized method for solving semidefinite programs. - Boris T. Polyak; Pavel S. Shcherbakov 001 (ALCOSP, 2007)

Newton's method and its use in optimization. - Boris T. Polyak (Eur. J. Oper. Res., 2007)

On the complete instability of interval polynomials. - Fabrizio Dabbene; Boris T. Polyak; Roberto Tempo (Syst. Control. Lett., 2007)

A randomized cutting plane scheme with geometric convergence: Probabilistic analysis and SDP applications. - Fabrizio Dabbene; Pavel S. Shcherbakov 001; Boris T. Polyak (CDC, 2008)

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

Robust stabilization via Hit-and-Run techniques. - Boris T. Polyak; Elena N. Gryazina (CCA/ISIC, 2009)

Ellipsoidal approximations to attraction domains of linear systems with bounded control. - Boris T. Polyak; Pavel Shcherbakov 001 (ACC, 2009)

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

Mixed LMI/randomized methods for static output feedback control design. - Denis Arzelier; Elena N. Gryazina; Dimitri Peaucelle; Boris T. Polyak (ACC, 2010)

Markov Chain Monte Carlo method exploiting barrier functions with applications to control and optimization. - Boris T. Polyak; Elena N. Gryazina (CACSD, 2010)

A Randomized Cutting Plane Method with Probabilistic Geometric Convergence. - Fabrizio Dabbene; Pavel S. Shcherbakov 001; Boris T. Polyak (SIAM J. Optim., 2010)

On the accuracy of l1-filtering of signals with block-sparse structure. - Anatoli Iouditski; Fatma Kilinç-Karzan; Arkadi Nemirovski; Boris T. Polyak (NIPS, 2011)

Randomized methods based on new Monte Carlo schemes for control and optimization. - Boris T. Polyak; Elena N. Gryazina (Ann. Oper. Res., 2011)

Robust eigenvector of a stochastic matrix with application to PageRank. - Anatoli B. Juditsky; Boris T. Polyak (CDC, 2012)

An LMI approach to structured sparse feedback design in linear control systems. - Boris T. Polyak; Mikhail V. Khlebnikov; Pavel S. Shcherbakov 001 (ECC, 2013)

Sparse feedback in linear control systems. - Boris T. Polyak; Mikhail V. Khlebnikov; Pavel S. Shcherbakov 001 (Autom. Remote. Control., 2014)

Random sampling: Billiard Walk algorithm. - Elena N. Gryazina; Boris T. Polyak (Eur. J. Oper. Res., 2014)

Large deviations in linear control systems with nonzero initial conditions. - Boris T. Polyak; Andrey A. Tremba; Mikhail V. Khlebnikov; Pavel S. Shcherbakov 001; Georgi V. Smirnov (Autom. Remote. Control., 2015)

Stability and Performance of Complex Systems Affected by Parametric Uncertainty. - Boris T. Polyak; Pavel S. Shcherbakov 001 (Encyclopedia of Systems and Control, 2015)

On existence and stability of equilibria of DC LTI circuits with constant power loads. - Nikita E. Barabanov; Romeo Ortega; Robert Griñó; Boris T. Polyak (ECC, 2016)

Stability study of a power system with unipolar electromagnetic brake. - Boris T. Polyak; Oleg N. Kuznetsov; V. V. Chumachenko (Autom. Remote. Control., 2016)

Large deviations for non-zero initial conditions in linear systems. - Boris T. Polyak; Georgi Smirnov (Autom., 2016)

On Existence and Stability of Equilibria of Linear Time-Invariant Systems With Constant Power Loads. - Nikita E. Barabanov; Romeo Ortega; Robert Griñó; Boris T. Polyak (IEEE Trans. Circuits Syst. I Regul. Pap., 2016)

Principle component analysis: Robust versions. - Boris T. Polyak; Mikhail V. Khlebnikov (Autom. Remote. Control., 2017)

Stability and synchronization of oscillators: New Lyapunov functions. - Boris T. Polyak; Yana I. Kvinto (Autom. Remote. Control., 2017)

Why Does Monte Carlo Fail to Work Properly in High-Dimensional Optimization Problems? - Boris T. Polyak; Pavel S. Shcherbakov 001 (J. Optim. Theory Appl., 2017)

On Existence of Equilibria of Multi-Port Linear AC Networks With Constant-Power Loads. - Juan E. Machado; Robert Griñó; Nikita E. Barabanov; Romeo Ortega; Boris T. Polyak (IEEE Trans. Circuits Syst. I Regul. Pap., 2017)

Peak Effects in Stable Linear Difference Equations. - Boris T. Polyak; Pavel S. Shcherbakov 001; Georgi Smirnov (CoRR, 2018)

Optimisation and asymptotic stability. - Boris T. Polyak; Pavel S. Shcherbakov 001 (Int. J. Control, 2018)

Transient Response in Matrix Discrete-Time Linear Systems. - Boris T. Polyak; Georgi V. Smirnov (Autom. Remote. Control., 2019)

Minimum Fuel-Consumption Stabilization of a Spacecraft at the Lagrangian Points. - Boris T. Polyak; L. A. Shalby (Autom. Remote. Control., 2019)

Sparse solutions of optimal control with L1-objective. - Boris T. Polyak; Andrey A. Tremba (ECC, 2020)

Sparse solutions of optimal control via Newton method for under-determined systems. - Boris T. Polyak; Andrey A. Tremba (J. Glob. Optim., 2020)

New versions of Newton method: step-size choice, convergence domain and under-determined equations. - Boris T. Polyak; Andrey A. Tremba (Optim. Methods Softw., 2020)

Static Controller Synthesis for Peak-to-Peak Gain Minimization as an Optimization Problem. - Boris T. Polyak; Mikhail V. Khlebnikov (Autom. Remote. Control., 2021)

Linear Matrix Inequalities in Control Systems with Uncertainty. - Boris T. Polyak; Mikhail V. Khlebnikov; Pavel Shcherbakov 001 (Autom. Remote. Control., 2021)

Optimizing Static Linear Feedback: Gradient Method. - Ilyas Fatkhullin; Boris T. Polyak (SIAM J. Control. Optim., 2021)

Observer-Aided Output Feedback Synthesis as an Optimization Problem. - Boris T. Polyak; Mikhail V. Khlebnikov (Autom. Remote. Control., 2022)

Smooth Monotone Stochastic Variational Inequalities and Saddle Point Problems - Survey. - Aleksandr Beznosikov; Boris T. Polyak; Eduard Gorbunov; Dmitry Kovalev; Alexander V. Gasnikov (CoRR, 2022)

New Criteria for Tuning PID Controllers. - Boris T. Polyak; Mikhail V. Khlebnikov (Autom. Remote. Control., 2022)

Erratum to: Observer-Aided Output Feedback Synthesis as an Optimization Problem. - Boris T. Polyak; Mikhail V. Khlebnikov (Autom. Remote. Control., 2022)

Stopping Rules for Gradient Methods for Non-convex Problems with Additive Noise in Gradient. - Fedor S. Stonyakin; Ilya A. Kuruzov; Boris T. Polyak (J. Optim. Theory Appl., 2023)