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Robust Stochastic Approximation Approach to Stochastic Programming

SIAM journal on optimization, 2009-01, Vol.19 (4), p.1574-1609

2009

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Robust optimization

1, 2009

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Optimal Halbach permanent magnet designs for maximally pulling and pushing nanoparticles

Journal of magnetism and magnetic materials, 2012-03, Vol.324 (5), p.742-754

2012

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Adjustable robust solutions of uncertain linear programs

Mathematical programming, 2004-03, Vol.99 (2), p.351-376

2004

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Robust solutions of uncertain linear programs

Operations research letters, 1999-08, Vol.25 (1), p.1-13

1999

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Robust Convex Optimization

Mathematics of operations research, 1998-11, Vol.23 (4), p.769-805

1998

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Statistical Inference via Convex Optimization

1, 2020

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Signal Recovery by Stochastic Optimization

Automation and remote control, 2019-10, Vol.80 (10), p.1878-1893

2019

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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 journal on optimization, 2004-01, Vol.15 (1), p.229-251

Nemirovski, Arkadi

2004

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On sparse representation in pairs of bases

IEEE transactions on information theory, 2003-06, Vol.49 (6), p.1579-1581

2003

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Robust energy cost optimization of water distribution system with uncertain demand

Automation and remote control, 2014-10, Vol.75 (10), p.1754-1769

2014

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Robust Truss Topology Design via Semidefinite Programming

SIAM journal on optimization, 1997-11, Vol.7 (4), p.991-1016

1997

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On Polyhedral Approximations of the Second-Order Cone

Mathematics of operations research, 2001-05, Vol.26 (2), p.193-205

2001

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Robust Solutions of Uncertain Quadratic and Conic-Quadratic Problems

SIAM journal on optimization, 2002-01, Vol.13 (2), p.535-560

2002

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Serum Levels of Endocannabinoids are Independent Risk Factors for Non-Alcoholic Fatty Liver Disease

Journal of hepatology, 2016, Vol.64 (2), p.S498-S498

2016

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Linear minimax regret estimation of deterministic parameters with bounded data uncertainties

IEEE transactions on signal processing, 2004-08, Vol.52 (8), p.2177-2188

2004

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Levels of sirolimus in saliva and blood following mouthwash application

Oral diseases, 2014-11, Vol.20 (8), p.768-772

2014

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Functional Aggregation for Nonparametric Regression

The Annals of statistics, 2000-06, Vol.28 (3), p.681-712

2000

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On sequential hypotheses testing via convex optimization

Automation and remote control, 2015-05, Vol.76 (5), p.809-825

2015

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On maximization of quadratic form over intersection of ellipsoids with common center

Mathematical programming, 1999-12, Vol.86 (3), p.463-473

1999

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Robust optimization: methodology and applications

Mathematical programming, 2002-05, Vol.92 (3), p.453-480

2002

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Primal Central Paths and Riemannian Distances for Convex Sets

Foundations of computational mathematics, 2008-10, Vol.8 (5), p.533-560

2008

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Robust solutions of Linear Programming problems contaminated with uncertain data

Mathematical programming, 2000-09, Vol.88 (3), p.411-424

2000

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Extending Scope of Robust Optimization: Comprehensive Robust Counterparts of Uncertain Problems

Mathematical programming, 2006-06, Vol.107 (1-2), p.63-89

2006

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Accuracy Guarantees for \ell1-Recovery

IEEE transactions on information theory, 2011-12, Vol.57 (12), p.7818-7839

2011

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Robust Stochastic Approximation Approach to Stochastic Programming

Robust optimization

Optimal Halbach permanent magnet designs for maximally pulling and pushing nanoparticles

Adjustable robust solutions of uncertain linear programs

Robust solutions of uncertain linear programs

Robust Convex Optimization

Statistical Inference via Convex Optimization

Signal Recovery by Stochastic Optimization

Prox-Method with Rate of Convergence O (1/ t ) for Variational Inequalities with Lipschitz Continuous Monotone Operators and Smooth Convex-Concave Saddle Point Problems

On sparse representation in pairs of bases

Robust energy cost optimization of water distribution system with uncertain demand

Robust Truss Topology Design via Semidefinite Programming

On Polyhedral Approximations of the Second-Order Cone

Robust Solutions of Uncertain Quadratic and Conic-Quadratic Problems

Serum Levels of Endocannabinoids are Independent Risk Factors for Non-Alcoholic Fatty Liver Disease

Linear minimax regret estimation of deterministic parameters with bounded data uncertainties

Levels of sirolimus in saliva and blood following mouthwash application

Functional Aggregation for Nonparametric Regression

On sequential hypotheses testing via convex optimization

On maximization of quadratic form over intersection of ellipsoids with common center

Robust optimization: methodology and applications

Primal Central Paths and Riemannian Distances for Convex Sets

Robust solutions of Linear Programming problems contaminated with uncertain data

Extending Scope of Robust Optimization: Comprehensive Robust Counterparts of Uncertain Problems

Accuracy Guarantees for \ell1-Recovery

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