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An inexact successive quadratic approximation method for a class of difference-of-convex optimization problems

Computational optimization and applications, 2022-05, Vol.82 (1), p.141-173

2022

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DC formulations and algorithms for sparse optimization problems

Mathematical programming, 2018-05, Vol.169 (1), p.141-176

2018

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Solving the Trust-Region Subproblem By a Generalized Eigenvalue Problem

SIAM journal on optimization, 2017-01, Vol.27 (1), p.269-291

2017

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Sequential Quadratic Optimization for Nonlinear Optimization Problems on Riemannian Manifolds

SIAM journal on optimization, 2022-01, Vol.32 (2), p.822-853

2022

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Majorization-minimization-based Levenberg–Marquardt method for constrained nonlinear least squares

Computational optimization and applications, 2023-04, Vol.84 (3), p.833-874

2023

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Robust Bayesian model selection for variable clustering with the Gaussian graphical model

Statistics and computing, 2020-03, Vol.30 (2), p.351-376

2020

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Successive Lagrangian relaxation algorithm for nonconvex quadratic optimization

Journal of global optimization, 2018-06, Vol.71 (2), p.313-339

2018

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Generalized Subdifferentials of Spectral Functions over Euclidean Jordan Algebras

SIAM journal on optimization, 2020-01, Vol.30 (4), p.3387-3414

2020

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Primal-dual subgradient method for constrained convex optimization problems

Optimization letters, 2021-06, Vol.15 (4), p.1491-1504

2021

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Preparation of porous and hierarchical tantalum oxide particles using hydrolyzing tantalum alkoxide

Materials letters, 2022-10, Vol.324, p.132708, Article 132708

2022

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Solving Generalized CDT Problems via Two-Parameter Eigenvalues

SIAM journal on optimization, 2016-01, Vol.26 (3), p.1669-1694

2016

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Optimizing over coherent risk measures and non-convexities: a robust mixed integer optimization approach

Computational optimization and applications, 2015-12, Vol.62 (3), p.613-639

2015

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Breakdown Point of Robust Support Vector Machines

Entropy (Basel, Switzerland), 2017-02, Vol.19 (2), p.83-83

2017

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Universal heavy-ball method for nonconvex optimization under Hölder continuous Hessians

Mathematical programming, 2024-06

2024

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Computing the Signed Distance Between Overlapping Ellipsoids

SIAM journal on optimization, 2015-01, Vol.25 (4), p.2359-2384

2015

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Outlier detection at the transcriptome-proteome interface

Bioinformatics, 2015-08, Vol.31 (15), p.2530-2536

2015

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Robust portfolio techniques for mitigating the fragility of CVaR minimization and generalization to coherent risk measures

Quantitative finance, 2013-10, Vol.13 (10), p.1621-1635

2013

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Complexity analysis of interior-point methods for second-order stationary points of nonlinear semidefinite optimization problems

Computational optimization and applications, 2023-11, Vol.86 (2), p.555-598

2023

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A successive difference-of-convex approximation method for a class of nonconvex nonsmooth optimization problems

Mathematical programming, 2019-07, Vol.176 (1-2), p.339-367

2019

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A refined convergence analysis of pDCAe with applications to simultaneous sparse recovery and outlier detection

Computational optimization and applications, 2019-05, Vol.73 (1), p.69-100

2019

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Perturbed Iterate SGD for Lipschitz Continuous Loss Functions

Journal of optimization theory and applications, 2022-11, Vol.195 (2), p.504-547

2022

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Convexification with Bounded Gap for Randomly Projected Quadratic Optimization

SIAM journal on optimization, 2022-01, Vol.32 (2), p.874-899

2022

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Worst-Case Violation of Sampled Convex Programs for Optimization with Uncertainty

Journal of optimization theory and applications, 2012, Vol.152 (1), p.171-197

2012

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Conditional minimum volume ellipsoid with application to multiclass discrimination

Computational optimization and applications, 2008-09, Vol.41 (1), p.27-51

2008

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A Hybrid Penalty Method for a Class of Optimization Problems with Multiple Rank Constraints

SIAM journal on matrix analysis and applications, 2020-01, Vol.41 (3), p.1260-1283

2020

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An inexact successive quadratic approximation method for a class of difference-of-convex optimization problems

DC formulations and algorithms for sparse optimization problems

Solving the Trust-Region Subproblem By a Generalized Eigenvalue Problem

Sequential Quadratic Optimization for Nonlinear Optimization Problems on Riemannian Manifolds

Majorization-minimization-based Levenberg–Marquardt method for constrained nonlinear least squares

Robust Bayesian model selection for variable clustering with the Gaussian graphical model

Successive Lagrangian relaxation algorithm for nonconvex quadratic optimization

Generalized Subdifferentials of Spectral Functions over Euclidean Jordan Algebras

Primal-dual subgradient method for constrained convex optimization problems

Preparation of porous and hierarchical tantalum oxide particles using hydrolyzing tantalum alkoxide

Solving Generalized CDT Problems via Two-Parameter Eigenvalues

Optimizing over coherent risk measures and non-convexities: a robust mixed integer optimization approach

Breakdown Point of Robust Support Vector Machines

Universal heavy-ball method for nonconvex optimization under Hölder continuous Hessians

Computing the Signed Distance Between Overlapping Ellipsoids

Outlier detection at the transcriptome-proteome interface

Robust portfolio techniques for mitigating the fragility of CVaR minimization and generalization to coherent risk measures

Complexity analysis of interior-point methods for second-order stationary points of nonlinear semidefinite optimization problems

A successive difference-of-convex approximation method for a class of nonconvex nonsmooth optimization problems

A refined convergence analysis of pDCAe with applications to simultaneous sparse recovery and outlier detection

Perturbed Iterate SGD for Lipschitz Continuous Loss Functions

Convexification with Bounded Gap for Randomly Projected Quadratic Optimization

Worst-Case Violation of Sampled Convex Programs for Optimization with Uncertainty

Conditional minimum volume ellipsoid with application to multiclass discrimination

A Hybrid Penalty Method for a Class of Optimization Problems with Multiple Rank Constraints

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