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A Study of Convex Convex-Composite Functions via Infimal Convolution with Applications

Mathematics of operations research, 2021-11, Vol.46 (4), p.1324-1348

2021

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Uniqueness in Nuclear Norm Minimization: Flatness of the Nuclear Norm Sphere and Simultaneous Polarization

Journal of optimization theory and applications, 2023-04, Vol.197 (1), p.252-276

2023

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A note on the K-epigraph

Optimization, 2023-09, Vol.72 (9), p.2251-2285

2023

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Square Root LASSO: Well-Posedness, Lipschitz Stability, and the Tuning Trade-Off

SIAM journal on optimization, 2024-09, Vol.34 (3), p.2609-2637

2024

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Theoretical and numerical comparison of relaxation methods for mathematical programs with complementarity constraints

Mathematical programming, 2013-02, Vol.137 (1-2), p.257-288

2013

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Blind Deblurring of Barcodes via Kullback-Leibler Divergence

IEEE transactions on pattern analysis and machine intelligence, 2021-01, Vol.43 (1), p.77-88

2021

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Stationary conditions for mathematical programs with vanishing constraints using weak constraint qualifications

Journal of mathematical analysis and applications, 2008, Vol.337 (1), p.292-310

2008

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From Perspective Maps to Epigraphical Projections

Mathematics of operations research, 2023-08, Vol.48 (3), p.1711-1740

2023

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LASSO Reloaded: A Variational Analysis Perspective with Applications to Compressed Sensing

SIAM journal on mathematics of data science, 2023-12, Vol.5 (4), p.1102-1129

2023

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Convex Geometry of the Generalized Matrix-Fractional Function

SIAM journal on optimization, 2018-01, Vol.28 (3), p.2189-2200

2018

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A study of one-parameter regularization methods for mathematical programs with vanishing constraints

Optimization methods & software, 2022-03, Vol.37 (2), p.503-545

2022

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The maximum entropy on the mean method for image deblurring

Inverse problems, 2021-01, Vol.37 (1)

2021

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A regularization interpretation of the proximal point method for weakly convex functions

Journal of dynamics and games, 2020, Vol.7 (1), p.79-96

2020

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On the Abadie and Guignard constraint qualifications for Mathematical Programmes with Vanishing Constraints

Optimization, 2009-05, Vol.58 (4), p.431-448

2009

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Matrix Support Functionals for Inverse Problems, Regularization, and Learning

SIAM journal on optimization, 2015-01, Vol.25 (2), p.1135-1159

2015

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Sufficient Conditions for Metric Subregularity of Constraint Systems with Applications to Disjunctive and Ortho-Disjunctive Programs

Set-valued and variational analysis, 2022-03, Vol.30 (1), p.143-177

2022

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Variational Properties of Matrix Functions via the Generalized Matrix-Fractional Function

SIAM journal on optimization, 2019-01, Vol.29 (3), p.1958-1987

2019

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Epi-convergent Smoothing with Applications to Convex Composite Functions

SIAM journal on optimization, 2013-01, Vol.23 (3), p.1457-1479

2013

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A smoothing-regularization approach to mathematical programs with vanishing constraints

Computational optimization and applications, 2013-07, Vol.55 (3), p.733-767

2013

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First-and second-order optimality conditions for mathematical programs with vanishing constraints

Applications of mathematics (Prague), 2007-12, Vol.52 (6), p.495-514

2007

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On a Smooth Dual Gap Function for a Class of Quasi-Variational Inequalities

Journal of optimization theory and applications, 2014-11, Vol.163 (2), p.413-438

2014

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On a Smooth Dual Gap Function for a Class of Player Convex Generalized Nash Equilibrium Problems

Journal of optimization theory and applications, 2015-08, Vol.166 (2), p.659-685

2015

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Convergence of a local regularization approach for mathematical programmes with complementarity or vanishing constraints

Optimization methods & software, 2012-06, Vol.27 (3), p.483-512

2012

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Epi-convergence Properties of Smoothing by Infimal Convolution

Set-valued and variational analysis, 2017-03, Vol.25 (1), p.1-23

2017

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Gradient Consistency for Integral-convolution Smoothing Functions

Set-valued and variational analysis, 2013-06, Vol.21 (2), p.359-376

2013

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A Study of Convex Convex-Composite Functions via Infimal Convolution with Applications

Uniqueness in Nuclear Norm Minimization: Flatness of the Nuclear Norm Sphere and Simultaneous Polarization

A note on the K-epigraph

Square Root LASSO: Well-Posedness, Lipschitz Stability, and the Tuning Trade-Off

Theoretical and numerical comparison of relaxation methods for mathematical programs with complementarity constraints

Blind Deblurring of Barcodes via Kullback-Leibler Divergence

Stationary conditions for mathematical programs with vanishing constraints using weak constraint qualifications

From Perspective Maps to Epigraphical Projections

LASSO Reloaded: A Variational Analysis Perspective with Applications to Compressed Sensing

Convex Geometry of the Generalized Matrix-Fractional Function

A study of one-parameter regularization methods for mathematical programs with vanishing constraints

The maximum entropy on the mean method for image deblurring

A regularization interpretation of the proximal point method for weakly convex functions

On the Abadie and Guignard constraint qualifications for Mathematical Programmes with Vanishing Constraints

Matrix Support Functionals for Inverse Problems, Regularization, and Learning

Sufficient Conditions for Metric Subregularity of Constraint Systems with Applications to Disjunctive and Ortho-Disjunctive Programs

Variational Properties of Matrix Functions via the Generalized Matrix-Fractional Function

Epi-convergent Smoothing with Applications to Convex Composite Functions

A smoothing-regularization approach to mathematical programs with vanishing constraints

First-and second-order optimality conditions for mathematical programs with vanishing constraints

On a Smooth Dual Gap Function for a Class of Quasi-Variational Inequalities

On a Smooth Dual Gap Function for a Class of Player Convex Generalized Nash Equilibrium Problems

Convergence of a local regularization approach for mathematical programmes with complementarity or vanishing constraints

Epi-convergence Properties of Smoothing by Infimal Convolution

Gradient Consistency for Integral-convolution Smoothing Functions

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