Lieven Vandenberghe

47.3k total citations · 6 hit papers
116 papers, 31.7k citations indexed

About

Lieven Vandenberghe is a scholar working on Numerical Analysis, Computational Theory and Mathematics and Control and Systems Engineering. According to data from OpenAlex, Lieven Vandenberghe has authored 116 papers receiving a total of 31.7k indexed citations (citations by other indexed papers that have themselves been cited), including 52 papers in Numerical Analysis, 45 papers in Computational Theory and Mathematics and 39 papers in Control and Systems Engineering. Recurrent topics in Lieven Vandenberghe's work include Advanced Optimization Algorithms Research (51 papers), Sparse and Compressive Sensing Techniques (32 papers) and Control Systems and Identification (24 papers). Lieven Vandenberghe is often cited by papers focused on Advanced Optimization Algorithms Research (51 papers), Sparse and Compressive Sensing Techniques (32 papers) and Control Systems and Identification (24 papers). Lieven Vandenberghe collaborates with scholars based in United States, Belgium and Denmark. Lieven Vandenberghe's co-authors include Stephen Boyd, Miguel Sousa Lobo, Hervé Lebret, Henry Wolkowicz, Romesh Saigal, Seung-Jean Kim, Shao-Po Wu, Joos Vandewalle, Zhang Liu and Martin S. Andersen and has published in prestigious journals such as IEEE Transactions on Automatic Control, Automatica and IEEE Transactions on Power Systems.

In The Last Decade

Lieven Vandenberghe

112 papers receiving 29.9k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Convex Optimization

2004 21.3k citations Stephen Boyd, Lieven Vandenberghe Cambridge University Press eBooks profile →
Semidefinite Programming

1996 2.9k citations Lieven Vandenberghe, Stephen Boyd profile →
Applications of second-order cone programming

1998 1.8k citations Miguel Sousa Lobo, Lieven Vandenberghe et al. Linear Algebra and its Applications profile →
A tutorial on geometric programming

2007 793 citations Stephen Boyd, Lieven Vandenberghe et al. profile →
Handbook of Semidefinite Programming

2000 577 citations Lieven Vandenberghe, Romesh Saigal et al. profile →
Interior-Point Method for Nuclear Norm Approximation with Application to System Identification

2009 299 citations Lieven Vandenberghe et al. profile →

Peers

Countries citing papers authored by Lieven Vandenberghe

Since Specialization

Citations

This map shows the geographic impact of Lieven Vandenberghe's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Lieven Vandenberghe with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Lieven Vandenberghe more than expected).

Fields of papers citing papers by Lieven Vandenberghe

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Lieven Vandenberghe. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Lieven Vandenberghe. The network helps show where Lieven Vandenberghe may publish in the future.

Co-authorship network of co-authors of Lieven Vandenberghe

This figure shows the co-authorship network connecting the top 25 collaborators of Lieven Vandenberghe. A scholar is included among the top collaborators of Lieven Vandenberghe based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Lieven Vandenberghe. Lieven Vandenberghe is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Linear optimization over homogeneous matrix cones 2023 ·Acta Numerica ·Levent Tunçel, Lieven Vandenberghe	3
2	Fairness in International Tax Recovery Assistance: The European Court of Justice as a Driving Force for the Respect of Fundamental Tax Debtor Rights 2022 ·World Tax Journal ·Lieven Vandenberghe	0
3	CVXOPT: Convex Optimization 2020 ·Astrophysics Source Code Library ·Martin S. Andersen, Joachim Dahl, Lieven Vandenberghe	11
4	Artifact rejection and missing data imputation in cerebral blood flow velocity signals via trace norm minimization 2020 ·Physiological Measurement ·(unknown), Xiao Hu, Lieven Vandenberghe	1
5	Multi-pitch estimation using semidefinite programming 2017 ·VBN Forskningsportal (Aalborg Universitet) ·Tobias Lindstrøm Jensen, Lieven Vandenberghe	1
6	Chordal Graphs and Semidefinite Optimization 2015 ·Lieven Vandenberghe, Martin S. Andersen	104
7	Topology Selection in Graphical Models of Autoregressive Processes 2010 ·Journal of Machine Learning Research ·Jitkomut Songsiri, Lieven Vandenberghe	57
8	Linear matrix inequalities with chordal sparsity patterns and applications to robust quadratic optimization 2010 ·Martin S. Andersen, Lieven Vandenberghe, Joachim Dahl	7
9	Covariance selection for nonchordal graphs via chordal embedding 2008 ·Optimization methods & software ·Joachim Dahl, Lieven Vandenberghe, Vwani Roychowdhury	74
10	Discrete Transforms, Semidefinite Programming, and Sum-of-Squares Representations of Nonnegative Polynomials 2006 ·SIAM Journal on Optimization ·(unknown), Lieven Vandenberghe	63
11	Techniques for improving the accuracy of geometric-programming based analog circuit design optimization 2005 ·Jintae Kim, (unknown), Lieven Vandenberghe, Chih-Kong Ken Yang	48
12	Convex Optimization breakdown → 2004 ·Cambridge University Press eBooks ·Stephen Boyd, Lieven Vandenberghe	21295
13	FIR filter design via semidefinite programming and spectral factorization 2002 ·Shao-Po Wu, Stephen Boyd, Lieven Vandenberghe	111
14	Handbook of semidefinite programming : theory, algorithms, and applications 2000 ·CERN Document Server (European Organization for Nuclear Research) ·Henry Wolkowicz, Romesh Saigal, Lieven Vandenberghe	390
15	Applications of semidefinite programming 1999 ·Applied Numerical Mathematics ·Lieven Vandenberghe, Stephen Boyd	69
16	Applications of second-order cone programming breakdown → 1998 ·Linear Algebra and its Applications ·Miguel Sousa Lobo, Lieven Vandenberghe, Stephen Boyd, Hervé Lebret	1753
17	Optimal wire and transistor sizing for circuits with non-tree topology 1997 ·International Conference on Computer Aided Design ·Lieven Vandenberghe, Stephen Boyd, Abbas El Gamal	22
18	The computation of equilibrium points in cellular neural networks using complementary pivoting 1991 ·Lieven Vandenberghe, Joos Vandewalle	3
19	Variable dimension algorithms for solving nonlinear resistive circuits 1989 ·Lieven Vandenberghe, Joos Vandewalle	4
20	Identification of linear state space models with singular value decomposition using Canonical correlation concepts 1988 ·Bart De Moor, Marc Moonen, Lieven Vandenberghe, Joos Vandewalle	4

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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