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ORCIDArkadi Nemirovski
Arkadii Nemirovskii – Arkadi S. Nemirovsky – A. S. Nemirovskii 0001
Person information
- affiliation: Georgia Institute of Technology, Atlanta, USA
- award (2003): John von Neumann Theory Prize
- award (1982): Fulkerson Prize
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Books and Theses
- 2009
[b3]Aharon Ben-Tal, Laurent El Ghaoui
, Arkadi Nemirovski:
Robust Optimization. Princeton Series in Applied Mathematics 28, Princeton University Press 2009, ISBN 978-1-4008-3105-0, pp. 1-542- 2001
- [b2]Aharon Ben-Tal, Arkadii Nemirovskii:
Lectures on modern convex optimization - analysis, algorithms, and engineering applications. MPS-SIAM series on optimization, SIAM 2001, ISBN 978-0-89871-491-3, pp. I-XVI, 1-488 - 1994
- [b1]Yurii E. Nesterov, Arkadii Nemirovskii:
Interior-point polynomial algorithms in convex programming. Siam studies in applied mathematics 13, SIAM 1994, ISBN 978-0-89871-319-0, pp. I-VII, 1-405
Journal Articles
- 2024
- [j81]Anatoli B. Juditsky, Arkadi Nemirovski:
On Design of Polyhedral Estimates in Linear Inverse Problems. SIAM J. Math. Data Sci. 6(1): 76-96 (2024) - 2022
- [j80]Anatoli B. Juditsky, Georgios Kotsalis, Arkadi Nemirovski:
Tight computationally efficient approximation of matrix norms with applications. Open J. Math. Optim. 3: 1-38 (2022) - [j79]Anatoli B. Juditsky, Arkadi Nemirovski:
On well-structured convex-concave saddle point problems and variational inequalities with monotone operators. Optim. Methods Softw. 37(5): 1567-1602 (2022) - 2021
- [j78]Vincent Guigues, Anatoli B. Juditsky, Arkadi Nemirovski:
Constant Depth Decision Rules for multistage optimization under uncertainty. Eur. J. Oper. Res. 295(1): 223-232 (2021) - [j77]Georgios Kotsalis, Guanghui Lan, Arkadi S. Nemirovsky:
Convex Optimization for Finite-Horizon Robust Covariance Control of Linear Stochastic Systems. SIAM J. Control. Optim. 59(1): 296-319 (2021) - 2020
- [j76]Anatoli B. Juditsky, Arkadi Nemirovski, Liyan Xie, Yao Xie:
Convex Parameter Recovery for Interacting Marked Processes. IEEE J. Sel. Areas Inf. Theory 1(3): 799-813 (2020) - 2019
- [j75]Alexander V. Nazin, Arkadi S. Nemirovsky, Alexandre B. Tsybakov, Anatoli B. Juditsky:
Algorithms of Robust Stochastic Optimization Based on Mirror Descent Method. Autom. Remote. Control. 80(9): 1607-1627 (2019) - [j74]Anatoli B. Juditsky, Arkadi S. Nemirovsky:
Signal Recovery by Stochastic Optimization. Autom. Remote. Control. 80(10): 1878-1893 (2019) - 2017
- [j73]Bruce Cox, Anatoli B. Juditsky, Arkadi Nemirovski:
Decomposition Techniques for Bilinear Saddle Point Problems and Variational Inequalities with Affine Monotone Operators. J. Optim. Theory Appl. 172(2): 402-435 (2017) - [j72]Vincent Guigues, Anatoli B. Juditsky, Arkadi Nemirovski:
Non-asymptotic confidence bounds for the optimal value of a stochastic program. Optim. Methods Softw. 32(5): 1033-1058 (2017) - 2016
- [j71]Anatoli B. Juditsky, Arkadi Nemirovski:
Solving variational inequalities with monotone operators on domains given by Linear Minimization Oracles. Math. Program. 156(1-2): 221-256 (2016) - 2015
- [j70]Anatoli B. Juditsky, A. S. Nemirovskii:
On sequential hypotheses testing via convex optimization. Autom. Remote. Control. 76(5): 809-825 (2015) - [j69]Yurii E. Nesterov, Arkadi Nemirovski:
Finding the stationary states of Markov chains by iterative methods. Appl. Math. Comput. 255: 58-65 (2015) - [j68]Niao He, Anatoli B. Juditsky, Arkadi Nemirovski:
Mirror Prox algorithm for multi-term composite minimization and semi-separable problems. Comput. Optim. Appl. 61(2): 275-319 (2015) - [j67]Cristóbal Guzmán, Arkadi Nemirovski:
On lower complexity bounds for large-scale smooth convex optimization. J. Complex. 31(1): 1-14 (2015) - [j66]Aharon Ben-Tal, Arkadi Nemirovski:
On Solving Large-Scale Polynomial Convex Problems by Randomized First-Order Algorithms. Math. Oper. Res. 40(2): 474-494 (2015) - [j65]Zaïd Harchaoui, Anatoli B. Juditsky, Arkadi Nemirovski:
Conditional gradient algorithms for norm-regularized smooth convex optimization. Math. Program. 152(1-2): 75-112 (2015) - 2014
- [j64]A. P. Goryashko, A. S. Nemirovskii:
Robust energy cost optimization of water distribution system with uncertain demand. Autom. Remote. Control. 75(10): 1754-1769 (2014) - [j63]Bruce Cox, Anatoli B. Juditsky, Arkadi Nemirovski:
Dual subgradient algorithms for large-scale nonsmooth learning problems. Math. Program. 148(1-2): 143-180 (2014) - 2013
- [j62]Yurii E. Nesterov, Arkadi Nemirovski:
On first-order algorithms for l1/nuclear norm minimization. Acta Numer. 22: 509-575 (2013) - [j61]Elmar Diederichs, Anatoli B. Juditsky, Arkadi Nemirovski, Vladimir G. Spokoiny:
Sparse non Gaussian component analysis by semidefinite programming. Mach. Learn. 91(2): 211-238 (2013) - [j60]Anatoli B. Juditsky, Fatma Kilinç-Karzan, Arkadi Nemirovski:
Randomized first order algorithms with applications to ℓ 1-minimization. Math. Program. 142(1-2): 269-310 (2013) - [j59]Michel Baes, Michael Bürgisser, Arkadi Nemirovski:
A Randomized Mirror-Prox Method for Solving Structured Large-Scale Matrix Saddle-Point Problems. SIAM J. Optim. 23(2): 934-962 (2013) - 2012
- [j58]Arkadi Nemirovski:
On safe tractable approximations of chance constraints. Eur. J. Oper. Res. 219(3): 707-718 (2012) - [j57]Aharon Ben-Tal, Sahely Bhadra, Chiranjib Bhattacharyya, Arkadi Nemirovski:
Efficient methods for robust classification under uncertainty in kernel matrices. J. Mach. Learn. Res. 13: 2923-2954 (2012) - [j56]Guanghui Lan, Arkadi Nemirovski, Alexander Shapiro:
Validation analysis of mirror descent stochastic approximation method. Math. Program. 134(2): 425-458 (2012) - 2011
- [j55]Anatoli B. Juditsky, Arkadi Nemirovski:
On verifiable sufficient conditions for sparse signal recovery via ℓ1 minimization. Math. Program. 127(1): 57-88 (2011) - [j54]Anatoli B. Juditsky, Fatma Kilinç-Karzan, Arkadi Nemirovski:
Verifiable conditions of ℓ1-recovery for sparse signals with sign restrictions. Math. Program. 127(1): 89-122 (2011) - [j53]Anatoli B. Juditsky, Fatma Kilinç-Karzan, Arkadi Nemirovski:
On Low Rank Matrix Approximations with Applications to Synthesis Problem in Compressed Sensing. SIAM J. Matrix Anal. Appl. 32(3): 1019-1029 (2011) - [j52]Anatoli B. Juditsky, Arkadi Nemirovski:
Accuracy Guarantees for ℓ1-Recovery. IEEE Trans. Inf. Theory 57(12): 7818-7839 (2011) - 2010
- [j51]Sanjoy K. Mitter, Arkadi Nemirovski, Jan C. Willems:
Discussion on: "Why Is Resorting to Fate Wise? A Critical Look at Randomized Algorithms in Systems and Control". Eur. J. Control 16(5): 431-432 (2010) - [j50]Levent Tunçel, Arkadi Nemirovski:
Self-Concordant Barriers for Convex Approximations of Structured Convex Sets. Found. Comput. Math. 10(5): 485-525 (2010) - [j49]Arkadi Nemirovski, Shmuel Onn, Uriel G. Rothblum:
Accuracy Certificates for Computational Problems with Convex Structure. Math. Oper. Res. 35(1): 52-78 (2010) - 2009
- [j48]Aharon Ben-Tal, Arkadi Nemirovski:
On Safe Tractable Approximations of Chance-Constrained Linear Matrix Inequalities. Math. Oper. Res. 34(1): 1-25 (2009) - [j47]Boris S. Mordukhovich, Arkadi Nemirovski, Yurii E. Nesterov:
Foreword: special issue on nonsmooth optimization and applications. Math. Program. 120(1): 1-2 (2009) - [j46]Arkadi Nemirovski, Anatoli B. Juditsky, Guanghui Lan, Alexander Shapiro:
Robust Stochastic Approximation Approach to Stochastic Programming. SIAM J. Optim. 19(4): 1574-1609 (2009) - 2008
- [j45]Yurii E. Nesterov, Arkadi Nemirovski:
Primal Central Paths and Riemannian Distances for Convex Sets. Found. Comput. Math. 8(5): 533-560 (2008) - [j44]Aharon Ben-Tal, Arkadi Nemirovski:
Selected topics in robust convex optimization. Math. Program. 112(1): 125-158 (2008) - 2007
- [j43]Shmuel Gal, Michael Landsberger, Arkadi Nemirovski:
Participation in auctions. Games Econ. Behav. 60(1): 75-103 (2007) - [j42]Zhaosong Lu, Arkadi Nemirovski, Renato D. C. Monteiro:
Large-scale semidefinite programming via a saddle point Mirror-Prox algorithm. Math. Program. 109(2-3): 211-237 (2007) - [j41]Arkadi Nemirovski:
Sums of random symmetric matrices and quadratic optimization under orthogonality constraints. Math. Program. 109(2-3): 283-317 (2007) - 2006
- [j40]Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski:
Foreword: special issue on robust optimization. Math. Program. 107(1-2): 1-3 (2006) - [j39]Aharon Ben-Tal, Stephen P. Boyd, Arkadi Nemirovski:
Extending Scope of Robust Optimization: Comprehensive Robust Counterparts of Uncertain Problems. Math. Program. 107(1-2): 63-89 (2006) - [j38]Arkadi Nemirovski, Alexander Shapiro:
Convex Approximations of Chance Constrained Programs. SIAM J. Optim. 17(4): 969-996 (2006) - 2005
- [j37]Arkadi Nemirovski, Levent Tunçel:
"Cone-free" primal-dual path-following and potential-reduction polynomial time interior-point methods. Math. Program. 102(2): 261-294 (2005) - [j36]Aharon Ben-Tal, Arkadi Nemirovski:
Non-euclidean restricted memory level method for large-scale convex optimization. Math. Program. 102(3): 407-456 (2005) - [j35]Aharon Ben-Tal, Boaz Golany, Arkadi Nemirovski, Jean-Philippe Vial:
Retailer-Supplier Flexible Commitments Contracts: A Robust Optimization Approach. Manuf. Serv. Oper. Manag. 7(3): 248-271 (2005) - [j34]Yonina C. Eldar, Aharon Ben-Tal, Arkadi Nemirovski:
Robust mean-squared error estimation in the presence of model uncertainties. IEEE Trans. Signal Process. 53(1): 168-181 (2005) - 2004
- [j33]Aharon Ben-Tal, A. P. Goryashko, E. Guslitzer, Arkadi Nemirovski:
Adjustable robust solutions of uncertain linear programs. Math. Program. 99(2): 351-376 (2004) - [j32]Arkadi Nemirovski:
Prox-Method with Rate of Convergence O(1/t) for Variational Inequalities with Lipschitz Continuous Monotone Operators and Smooth Convex-Concave Saddle Point Problems. SIAM J. Optim. 15(1): 229-251 (2004) - [j31]Yonina C. Eldar, Aharon Ben-Tal, Arkadi Nemirovski:
Linear minimax regret estimation of deterministic parameters with bounded data uncertainties. IEEE Trans. Signal Process. 52(8): 2177-2188 (2004) - 2003
- [j30]Aharon Ben-Tal, Arkadi Nemirovski, Cornelis Roos:
Extended Matrix Cube Theorems with Applications to µ-Theory in Control. Math. Oper. Res. 28(3): 497-523 (2003) - [j29]Florin Dan Barb, Aharon Ben-Tal, Arkadi Nemirovski:
Robust Dissipativity of Interval Uncertain Linear Systems. SIAM J. Control. Optim. 41(6): 1661-1695 (2003) - [j28]Arie Feuer, Arkadi Nemirovski:
On sparse representation in pairs of bases. IEEE Trans. Inf. Theory 49(6): 1579-1581 (2003) - 2002
- [j27]Aharon Ben-Tal, Arkadi Nemirovski:
Robust optimization - methodology and applications. Math. Program. 92(3): 453-480 (2002) - [j26]Aharon Ben-Tal, Arkadi Nemirovski:
On Tractable Approximations of Uncertain Linear Matrix Inequalities Affected by Interval Uncertainty. SIAM J. Optim. 12(3): 811-833 (2002) - [j25]Aharon Ben-Tal, Arkadi Nemirovski, Cees Roos:
Robust Solutions of Uncertain Quadratic and Conic-Quadratic Problems. SIAM J. Optim. 13(2): 535-560 (2002) - 2001
- [j24]Aharon Ben-Tal, Arkadi Nemirovski:
On Polyhedral Approximations of the Second-Order Cone. Math. Oper. Res. 26(2): 193-205 (2001) - [j23]Aharon Ben-Tal, Tamar Margalit, Arkadi Nemirovski:
The Ordered Subsets Mirror Descent Optimization Method with Applications to Tomography. SIAM J. Optim. 12(1): 79-108 (2001) - [j22]Ron Lekkvkovitz, Dmitry Falikman, Michael Zibulevsky, Aharon Ben-Tal, Arkadi Nemirovski:
The Design and Implementation of COSEM, an Iterative Algorithm for Fully 3D Listmode Data. IEEE Trans. Medical Imaging 20(7): 633-642 (2001) - 2000
- [j21]Aharon Ben-Tal, Arkadi Nemirovski:
Robust solutions of Linear Programming problems contaminated with uncertain data. Math. Program. 88(3): 411-424 (2000) - [j20]Aharon Ben-Tal, Michal Kocvara, Arkadi Nemirovski, Jochem Zowe:
Free Material Design via Semidefinite Programming: The Multiload Case with Contact Conditions. SIAM Rev. 42(4): 695-715 (2000) - 1999
- [j19]Arkadi Nemirovski, Cornelis Roos, Tamás Terlaky:
On maximization of quadratic form over intersection of ellipsoids with common center. Math. Program. 86(3): 463-473 (1999) - [j18]Aharon Ben-Tal, Arkadi Nemirovski:
Robust solutions of uncertain linear programs. Oper. Res. Lett. 25(1): 1-13 (1999) - [j17]Aharon Ben-Tal, Michal Kocvara, Arkadi Nemirovski, Jochem Zowe:
Free Material Design via Semidefinite Programming: The Multiload Case with Contact Conditions. SIAM J. Optim. 9(4): 813-832 (1999) - 1998
- [j16]Yurii E. Nesterov, Arkadi Nemirovski:
Multi-Parameter Surfaces of Analytic Centers and Long-Step Surface-Following Interior Point Methods. Math. Oper. Res. 23(1): 1-38 (1998) - [j15]Aharon Ben-Tal, Arkadi Nemirovski:
Robust Convex Optimization. Math. Oper. Res. 23(4): 769-805 (1998) - 1997
- [j14]Pascal Gahinet, Arkadi Nemirovski:
The Projective Method for solving linear matrix inequalities. Math. Program. 77: 163-190 (1997) - [j13]Arkadi Nemirovski:
The long-step method of analytic centers for fractional problems. Math. Program. 77: 191-224 (1997) - [j12]Aharon Ben-Tal, Arkadi Nemirovski:
Robust Truss Topology Design via Semidefinite Programming. SIAM J. Optim. 7(4): 991-1016 (1997) - [j11]Alexander Goldenshluger, Arkadi Nemirovski:
Adaptive de-noising of signals satisfying differential inequalities. IEEE Trans. Inf. Theory 43(3): 872-889 (1997) - 1996
- [j10]Arkadii Nemirovskii, Katya Scheinberg:
Extension of Karmarkar's algorithm onto convex quadratically constrained quadratic problems. Math. Program. 72: 273-289 (1996) - [j9]Arkadi Nemirovski:
On polynomiality of the method of analyitc centers for fractional problems. Math. Program. 73: 175-198 (1996) - 1995
- [j8]Claude Lemaréchal, Arkadii Nemirovskii, Yurii E. Nesterov:
New variants of bundle methods. Math. Program. 69: 111-147 (1995) - [j7]Yurii E. Nesterov, A. S. Nemirovskii:
An interior-point method for generalized linear-fractional programming. Math. Program. 69: 177-204 (1995) - 1994
- [j6]Arkadi Nemirovski:
On Parallel Complexity of Nonsmooth Convex Optimization. J. Complex. 10(4): 451-463 (1994) - [j5]Aharon Ben-Tal, Arkadii Nemirovskii:
Potential Reduction Polynomial Time Method for Truss Topology Design. SIAM J. Optim. 4(3): 596-612 (1994) - 1993
- [j4]Arkadii Nemirovskii:
Several NP-hard problems arising in robust stability analysis. Math. Control. Signals Syst. 6(2): 99-105 (1993) - 1992
- [j3]Arkadi S. Nemirovsky:
Information-based complexity of linear operator equations. J. Complex. 8(2): 153-175 (1992) - 1991
- [j2]Arkadi S. Nemirovsky:
On optimality of Krylov's information when solving linear operator equations. J. Complex. 7(2): 121-130 (1991) - [j1]Yurii E. Nesterov, Arkadii Nemirovskii:
Acceleration and Parallelization of the Path-Following Interior Point Method for a Linearly Constrained Convex Quadratic Problem. SIAM J. Optim. 1(4): 548-564 (1991)
Conference and Workshop Papers
- 2016
- [c6]Dmitry Ostrovsky, Zaïd Harchaoui, Anatoli B. Juditsky, Arkadi Nemirovski:
Structure-Blind Signal Recovery. NIPS 2016: 4817-4825 - 2015
- [c5]Zaïd Harchaoui, Anatoli B. Juditsky, Arkadi Nemirovski, Dmitry Ostrovsky:
Adaptive Recovery of Signals by Convex Optimization. COLT 2015: 929-955 - 2011
- [c4]Anatoli Iouditski, Fatma Kilinç-Karzan, Arkadi Nemirovski, Boris T. Polyak:
On the accuracy of l1-filtering of signals with block-sparse structure. NIPS 2011: 1260-1268 - 2004
- [c3]Yonina C. Eldar, Aharon Ben-Tal, Arkadi Nemirovski:
Minimax regret estimation in linear models. ICASSP (2) 2004: 161-164 - 2003
- [c2]Arkadi Nemirovski:
On tractable approximations of randomly perturbed convex constraints. CDC 2003: 2419-2422 - 2001
- [c1]Aharon Ben-Tal, Arkadi Nemirovski:
On Approximate Robust Counterparts of Uncertain Semidefinite and Conic Quadratic Programs. System Modelling and Optimization 2001: 1-22
Reference Works
- 2009
- [r2]Arkadi Nemirovski, Kees Roos:
Motzkin Transposition Theorem. Encyclopedia of Optimization 2009: 2345-2348 - [r1]Aharon Ben-Tal, Arkadi Nemirovski, Jochem Zowe:
Semidefinite Programming and Structural Optimization. Encyclopedia of Optimization 2009: 3390-3396
Informal and Other Publications
- 2023
- [i6]Anatoli B. Juditsky, Arkadi Nemirovski, Yao Xie, Chen Xu:
Generalized generalized linear models: Convex estimation and online bounds. CoRR abs/2304.13793 (2023) - 2020
- [i5]Anatoli B. Juditsky, Arkadi Nemirovski, Liyan Xie, Yao Xie:
Convex Recovery of Marked Spatio-Temporal Point Processes. CoRR abs/2003.12935 (2020) - 2013
- [i4]Cristóbal Guzmán, Arkadi Nemirovski:
On Lower Complexity Bounds for Large-Scale Smooth Convex Optimization. CoRR abs/1307.5001 (2013) - [i3]Niao He, Anatoli B. Juditsky, Arkadi Nemirovski:
Mirror Prox Algorithm for Multi-Term Composite Minimization and Alternating Directions. CoRR abs/1311.1098 (2013) - 2012
- [i2]Anatoli B. Juditsky, Fatma Kilinç-Karzan, Arkadi Nemirovski:
On unified view of nullspace-type conditions for recoveries associated with general sparsity structures. CoRR abs/1207.1119 (2012) - [i1]Aharon Ben-Tal, Arkadi Nemirovski:
Solving large scale polynomial convex problems on ℓ1/nuclear norm balls by randomized first-order algorithms. CoRR abs/1210.6853 (2012)
Coauthor Index
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