Lieven Vandenberghe

Mathematics · Physical Sciences

48h-index47.2kcitations195works0.02yr avg
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Research Topics

Advanced Optimization Algorithms Research(77), Sparse and Compressive Sensing Techniques(40), Control Systems and Identification(30), Matrix Theory and Algorithms(27), Optimization and Variational Analysis(20)

Publications195 total

Context-Guided Multi-Branch Fusion for Text-Dependent Visual Question Reasoning
Preprints.org·2025Open Access
New complexity bounds for primal--dual interior-point algorithms in conic optimization
arXiv (Cornell University)·2025Open Access
Minimum-rank positive semidefinite matrix completion with chordal patterns and applications to semidefinite relaxations
Applied Set-Valued Analysis and Optimization·2023Open Access
Linear optimization over homogeneous matrix cones
Acta Numerica·2023· 4 citedOpen Access
Fairness in International Tax Recovery Assistance: The European Court of Justice as a Driving Force for the Respect of Fundamental Tax Debtor Rights
World Tax Journal·2022· 2 cited
Bregman Three-Operator Splitting Methods
Journal of Optimization Theory and Applications·2022· 11 citedOpen Access
Linear optimization over homogeneous matrix cones
arXiv (Cornell University)·2022Open Access
Disjoint Bilinear Optimization: A Two-Stage Robust Optimization Perspective
INFORMS journal on computing·2022· 12 citedOpen Access
Code and Data Repository for Disjoint Bilinear Optimization: A Two-stage Robust Optimization Perspective
INFORMS journal on computing·2022
Bregman three-operator splitting methods
arXiv (Cornell University)·2022Open Access
Bregman primal–dual first-order method and application to sparse semidefinite programming
Computational Optimization and Applications·2021· 12 citedOpen Access
Chapter 6: The Limits to Arbitration Posed by the Natural Judge Theory (Due Process of Law) and Cross-Border Tax Disputes
EATLP international tax series.·2021· 5 cited
Regularized Diffusion Adaptation via Conjugate Smoothing
IEEE Transactions on Automatic Control·2021· 5 citedOpen Access
Capacities and Optimal Input Distributions for Particle-Intensity Channels
IEEE Transactions on Molecular Biological and Multi-Scale Communications·2020Open Access
CVXOPT: Convex Optimization
Astrophysics Source Code Library·2020· 19 cited
Artifact rejection and missing data imputation in cerebral blood flow velocity signals via trace norm minimization
Physiological Measurement·2020· 2 citedOpen Access
Capacities and Optimal Input Distributions for Particle-Intensity\n Channels
arXiv (Cornell University)·2020Open Access
Douglas–Rachford Splitting for the Sum of a Lipschitz Continuous and a Strongly Monotone Operator
Journal of Optimization Theory and Applications·2019· 20 cited
Semidefinite programming and experiment design
Open Collections·2019Open Access
Piecewise-Linear Circuits and Piecewise-Linear Analysis
2018· 1 cited
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Frequent Co-authors

Stephen Boyd(20), Martin S. Andersen(6), Joachim Dahl(4), Shao-Po Wu(3), Joos Vandewalle(3), V. Balakrishnan(3), Anders Hansson(3), Henry Wolkowicz(2), Romesh Saigal(2), Zhang Liu(2), Marc Moonen(2), Bart De Moor(2), Goele Pipeleers(2), Vwani Roychowdhury(2), Jitkomut Songsiri(2), Daniel O’Connor(2), Jaeseo Lee(2), Chih-Kong Ken Yang(2), Abbas El Gamal(2), Miguel Sousa Lobo(1)