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1
Global Convergence of ADMM in Nonconvex Nonsmooth Optimization
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Article
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Global Convergence of ADMM in Nonconvex Nonsmooth Optimization

Journal of scientific computing, 2019-01, Vol.78 (1), p.29-63 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2018 ;Springer Science+Business Media, LLC, part of Springer Nature 2018. ;ISSN: 0885-7474 ;EISSN: 1573-7691 ;DOI: 10.1007/s10915-018-0757-z

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2
Sparse and Redundant Representations: From Theory to Applications in Signal and Image Processing
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Book
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Sparse and Redundant Representations: From Theory to Applications in Signal and Image Processing

Springer Science+Business Media, LLC 2010 ;ISBN: 1441970118 ;ISBN: 9781441970114 ;ISBN: 144197010X ;ISBN: 9781441970107 ;EISBN: 1441970118 ;EISBN: 9781441970114 ;DOI: 10.1007/978-1-4419-7011-4 ;OCLC: 667655080

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3
On the Global and Linear Convergence of the Generalized Alternating Direction Method of Multipliers
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On the Global and Linear Convergence of the Generalized Alternating Direction Method of Multipliers

Journal of scientific computing, 2016-03, Vol.66 (3), p.889-916 [Peer Reviewed Journal]

Springer Science+Business Media New York 2015 ;Springer Science+Business Media New York 2015. ;ISSN: 0885-7474 ;EISSN: 1573-7691 ;DOI: 10.1007/s10915-015-0048-x

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4
Phase recovery, MaxCut and complex semidefinite programming
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Phase recovery, MaxCut and complex semidefinite programming

Mathematical programming, 2015-02, Vol.149 (1-2), p.47-81 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2013 ;Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2015 ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-013-0738-9 ;CODEN: MHPGA4

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5
The Convex Geometry of Linear Inverse Problems
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Article
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The Convex Geometry of Linear Inverse Problems

Foundations of computational mathematics, 2012-12, Vol.12 (6), p.805-849 [Peer Reviewed Journal]

SFoCM 2012 ;COPYRIGHT 2012 Springer ;ISSN: 1615-3375 ;EISSN: 1615-3383 ;DOI: 10.1007/s10208-012-9135-7 ;CODEN: FCMOA3

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6
Geometric Applications of the Split Bregman Method: Segmentation and Surface Reconstruction
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Article
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Geometric Applications of the Split Bregman Method: Segmentation and Surface Reconstruction

Journal of scientific computing, 2010-10, Vol.45 (1-3), p.272-293 [Peer Reviewed Journal]

The Author(s) 2009 ;The Author(s) 2009. This work is published under http://creativecommons.org/licenses/by-nc/2.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 0885-7474 ;EISSN: 1573-7691 ;DOI: 10.1007/s10915-009-9331-z

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7
Nonsmooth optimization via quasi-Newton methods
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Article
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Nonsmooth optimization via quasi-Newton methods

Mathematical programming, 2013-10, Vol.141 (1-2), p.135-163 [Peer Reviewed Journal]

Springer and Mathematical Optimization Society 2012 ;Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2013 ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-012-0514-2 ;CODEN: MHPGA4

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8
On the linear convergence of the alternating direction method of multipliers
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Article
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On the linear convergence of the alternating direction method of multipliers

Mathematical programming, 2017-03, Vol.162 (1-2), p.165-199 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2016 ;Mathematical Programming is a copyright of Springer, 2017. ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-016-1034-2 ;CODEN: MHPGA4

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9
Conic Optimization via Operator Splitting and Homogeneous Self-Dual Embedding
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Article
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Conic Optimization via Operator Splitting and Homogeneous Self-Dual Embedding

Journal of optimization theory and applications, 2016-06, Vol.169 (3), p.1042-1068 [Peer Reviewed Journal]

Springer Science+Business Media New York 2016 ;ISSN: 0022-3239 ;EISSN: 1573-2878 ;DOI: 10.1007/s10957-016-0892-3

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10
Worst-case evaluation complexity for unconstrained nonlinear optimization using high-order regularized models
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Article
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Worst-case evaluation complexity for unconstrained nonlinear optimization using high-order regularized models

Mathematical programming, 2017-05, Vol.163 (1-2), p.359-368 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2016 ;Mathematical Programming is a copyright of Springer, 2017. ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-016-1065-8 ;CODEN: MHPGA4

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11
Pyomo: Optimization Modeling in Python
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Book
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Pyomo: Optimization Modeling in Python

Springer Science+Business Media, LLC 2012 ;ISSN: 1931-6828 ;ISBN: 9781461432265 ;ISBN: 146143226X ;ISBN: 9781461432258 ;ISBN: 1461432251 ;EISSN: 1931-6836 ;EISBN: 9781461432265 ;EISBN: 146143226X ;DOI: 10.1007/978-1-4614-3226-5 ;OCLC: 778366749

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12
A New Error Analysis of Crank–Nicolson Galerkin FEMs for a Generalized Nonlinear Schrödinger Equation
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Article
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A New Error Analysis of Crank–Nicolson Galerkin FEMs for a Generalized Nonlinear Schrödinger Equation

Journal of scientific computing, 2014-08, Vol.60 (2), p.390-407 [Peer Reviewed Journal]

Springer Science+Business Media New York 2013 ;Springer Science+Business Media New York 2013. ;ISSN: 0885-7474 ;EISSN: 1573-7691 ;DOI: 10.1007/s10915-013-9799-4

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13
Mini-batch stochastic approximation methods for nonconvex stochastic composite optimization
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Article
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Mini-batch stochastic approximation methods for nonconvex stochastic composite optimization

Mathematical programming, 2016-01, Vol.155 (1-2), p.267-305 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2014 ;Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2016 ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-014-0846-1 ;CODEN: MHPGA4

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14
Gradient methods for minimizing composite functions
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Article
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Gradient methods for minimizing composite functions

Mathematical programming, 2013-08, Vol.140 (1), p.125-161 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2012 ;Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2013 ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-012-0629-5 ;CODEN: MHPGA4

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15
Iteration complexity of randomized block-coordinate descent methods for minimizing a composite function
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Article
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Iteration complexity of randomized block-coordinate descent methods for minimizing a composite function

Mathematical programming, 2014-04, Vol.144 (1-2), p.1-38 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2012 ;Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2014 ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-012-0614-z ;CODEN: MHPGA4

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16
Distributionally robust joint chance constraints with second-order moment information
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Article
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Distributionally robust joint chance constraints with second-order moment information

Mathematical programming, 2013-02, Vol.137 (1-2), p.167-198 [Peer Reviewed Journal]

Springer and Mathematical Optimization Society 2011 ;Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2013 ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-011-0494-7 ;CODEN: MHPGA4

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17
Minimizing finite sums with the stochastic average gradient
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Article
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Minimizing finite sums with the stochastic average gradient

Mathematical programming, 2017-03, Vol.162 (1-2), p.83-112 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2016 ;Mathematical Programming is a copyright of Springer, 2017. ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-016-1030-6 ;CODEN: MHPGA4

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18
Surrogate-Based Modeling and Optimization: Applications in Engineering
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Book
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Surrogate-Based Modeling and Optimization: Applications in Engineering

Springer Science+Business Media New York 2013 ;ISBN: 1461475503 ;ISBN: 9781461475507 ;EISBN: 1461475511 ;EISBN: 9781461475514 ;DOI: 10.1007/978-1-4614-7551-4 ;OCLC: 854975819

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19
Douglas–Rachford splitting for nonconvex optimization with application to nonconvex feasibility problems
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Article
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Douglas–Rachford splitting for nonconvex optimization with application to nonconvex feasibility problems

Mathematical programming, 2016-09, Vol.159 (1-2), p.371-401 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2015 ;Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2016 ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-015-0963-5 ;CODEN: MHPGA4

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20
Parameter estimation in a Holzapfel–Ogden law for healthy myocardium
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Article
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Parameter estimation in a Holzapfel–Ogden law for healthy myocardium

Journal of engineering mathematics, 2015-12, Vol.95 (1), p.231-248 [Peer Reviewed Journal]

The Author(s) 2015 ;ISSN: 0022-0833 ;EISSN: 1573-2703 ;DOI: 10.1007/s10665-014-9740-3

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