Faculty

Institution

Unit

Venue

Lieven Vandenberghe

Professor

University of California, Los Angeles

Affiliations

Samueli School of Engineering

Electrical and Computer Engineering

the College

Mathematics

Lieven Vandenberghe is currently serving as an Electrical And Computer Engineering Professor at University of California, Los Angeles.

Honors

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Experiences

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Education

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Lieven Vandenberghe

University of California, Los Angeles

Professor

You can click a keyword to filter the displayed items

applied mathematics mathematical optimization machine learning computer science semidefinite programming electrical engineering computational optimization engineering mathematical programming numerical analysis control systems automatic control signal processing linear algebra control science convex optimization estimation theory system identification matrix analysis kyp lemma numerical linear algebra graph theory design optimization engineering optimization mathematical control theory unconstrained optimization power electronics computer-aided design model predictive control optimization problems constrained optimization integral quadratic constraints interior-point methods scientific computing stability analysis circuit analysis circuit design filter design geometric programming nonlinear least squares spectral factorization fir filter design convex optimization problems autoregressive processes semidefinite programming problems sparse matrix cones linear optimization lmi problems douglas-rachford splitting singular value decomposition linear matrix inequalities nonlinear analysis machine learning research combinatorial optimization active control control optimization speech processing process control nonlinear science program optimization input-output analysis state estimation control technology matrix theory distributed computing distributed model power engineering power system optimization control engineering control design control methods linear programming conic optimization real world data function theory channel capacity estimation computational engineering systems engineering intelligent optimization computer engineering continuous optimization

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Linear Optimization Over Homogeneous Matrix Cones. Acta Numerica (2023)

Levent TunçelLieven Vandenberghe

homogeneous matrix coneslinear optimizationnumerical analysisapplied mathematics

Minimum-Rank Positive Semidefinite Matrix Completion With Chordal Patterns and Applications to Semidefinite Relaxations. Applied Set-Valued Analysis and Optimization (2023)

Xin JiangYifan SunMartin AndersenLieven VandenbergheHenry Wolkowicz

mathematical optimizationmatrix analysismachine learningchordal patternscomputational optimizationapplied mathematicsformal methods

Bregman Three-Operator Splitting Methods. Journal of Optimization Theory and Applications (2022)

Xin JiangLieven Vandenberghe

mathematical optimizationnumerical analysisapplied mathematics

Code and Data Repository for Disjoint Bilinear Optimization: A Two-Stage Robust Optimization Perspective. INFORMS journal on computing (2022)

Jianzhe ZhenAhmadreza MarandiDanique de MoorDick den HertogLieven Vandenberghe

mathematical optimizationcomputer sciencecomputational scienceoptimization problemsscientific computingrobust optimizationcomputational optimizationdata-driven optimizationdisjoint bilinear optimization

Disjoint Bilinear Optimization: A Two-Stage Robust Optimization Perspective. INFORMS journal on computing (2022)

Jianzhe ZhenAhmadreza MarandiDanique de MoorDick den HertogLieven Vandenberghe

disjoint bilinear optimizationsystems engineeringrobust optimization

Bregman Primal–Dual First-Order Method and Application to Sparse Semidefinite Programming. Computational Optimization and Applications (2021)

Xin JiangLieven Vandenberghe

mathematical optimizationcomputational optimizationapplied mathematicsmachine learning

Duality. Mathematical surveys (2021)

Bruner, RobertRognes, John

Interior-Point Methods. International series in management science/operations research/International series in operations research & management science (2021)

David G. LuenbergerYinyu Ye

computational mathematicsapplied mathematicsinterior-point methodsmathematics

References. Edward Elgar Publishing eBooks (2021)

Andrew JohnstonRobert Huggins

university knowledgeuniversity collaborationbusinessindustrial collaborationcollaboration processentrepreneurshipsocial innovationsmall business managementinter-firm coordinationtechnology transfermanagementstrategic managementinterorganizational relationships

Regularized Diffusion Adaptation via Conjugate Smoothing. IEEE Transactions on Automatic Control (2021)

Stefan VlaskiLieven VandenbergheAli H. Sayed

systems engineeringautomatic controldiffusion adaptationcontrol systemselectrical engineeringapplied mathematicsconjugate smoothing

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Lieven Vandenberghe

Professor

University of California, Los Angeles

Affiliations

Samueli School of Engineering

Electrical and Computer Engineering

the College

Mathematics

Lieven Vandenberghe is currently serving as an Electrical And Computer Engineering Professor at University of California, Los Angeles.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Lieven Vandenberghe

University of California, Los Angeles

Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Linear Optimization Over Homogeneous Matrix Cones. Acta Numerica (2023)

Levent TunçelLieven Vandenberghe

homogeneous matrix coneslinear optimizationnumerical analysisapplied mathematics

Minimum-Rank Positive Semidefinite Matrix Completion With Chordal Patterns and Applications to Semidefinite Relaxations. Applied Set-Valued Analysis and Optimization (2023)

Xin JiangYifan SunMartin AndersenLieven VandenbergheHenry Wolkowicz

mathematical optimizationmatrix analysismachine learningchordal patternscomputational optimizationapplied mathematicsformal methods

Bregman Three-Operator Splitting Methods. Journal of Optimization Theory and Applications (2022)

Xin JiangLieven Vandenberghe

mathematical optimizationnumerical analysisapplied mathematics

Code and Data Repository for Disjoint Bilinear Optimization: A Two-Stage Robust Optimization Perspective. INFORMS journal on computing (2022)

Jianzhe ZhenAhmadreza MarandiDanique de MoorDick den HertogLieven Vandenberghe

Disjoint Bilinear Optimization: A Two-Stage Robust Optimization Perspective. INFORMS journal on computing (2022)

Jianzhe ZhenAhmadreza MarandiDanique de MoorDick den HertogLieven Vandenberghe

disjoint bilinear optimizationsystems engineeringrobust optimization

Bregman Primal–Dual First-Order Method and Application to Sparse Semidefinite Programming. Computational Optimization and Applications (2021)

Xin JiangLieven Vandenberghe

mathematical optimizationcomputational optimizationapplied mathematicsmachine learning

Duality. Mathematical surveys (2021)

Bruner, RobertRognes, John

Interior-Point Methods. International series in management science/operations research/International series in operations research & management science (2021)

David G. LuenbergerYinyu Ye

computational mathematicsapplied mathematicsinterior-point methodsmathematics

References. Edward Elgar Publishing eBooks (2021)

Andrew JohnstonRobert Huggins

Regularized Diffusion Adaptation via Conjugate Smoothing. IEEE Transactions on Automatic Control (2021)

Stefan VlaskiLieven VandenbergheAli H. Sayed

systems engineeringautomatic controldiffusion adaptationcontrol systemselectrical engineeringapplied mathematicsconjugate smoothing

1
2
3
4
5
15
10 / page

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Similar Faculty Members

Pablo A. Parrilo

Institution

Massachusetts Institute of Technology

numerical linear algebra

semidefinite optimization

Elijah Polak

Institution

University of California, Berkeley

optimal control

design optimization

Raghuraman Mudumbai

Institution

University of Iowa

control optimization

system identification

Ufuk Topcu

Institution

University of Texas at Austin

robotics automation

applied artificial intelligence

Mario Sznaier

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control optimization

learning control

Soura Dasgupta

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computer engineering

wireless communication

Mihailo Jovanovic

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control engineering

control science

Michael L. Overton

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mathematical optimization

semi-definite optimization

L. Shieh

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systems engineering

control systems

Huaping Liu

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mimo systems

adaptive modulation