Lieven Vandenberghe
Electrical and Electronic Engineering · 2000–2010
A researcher in the Science corpus: 7 papers; trusts 30 researchers and is trusted by 488 researchers here, as inferred from the citation graph.
Subfields
- Electrical and Electronic Engineering — 64 citations into it; #6,989 of 16,539 by trust here, #9,902 by citations
- Computational Mechanics — 21 citations into it; #1,403 of 10,001 by trust here, #3,763 by citations
- Optimization & Training — 21 citations into it; #113 of 2,601 by trust here, #159 by citations
- Numerical Analysis — 14 citations into it; #15 of 3,586 by trust here, #13 by citations
- Computational Theory and Mathematics — 13 citations into it; #61 of 12,182 by trust here, #68 by citations
- Mathematical Optimization — 12 citations into it; #15 of 422 by trust here, #4 by citations
- Artificial Intelligence — 11 citations into it
- Control and Systems Engineering — 6 citations into it; #4,156 of 8,257 by trust here, #3,145 by citations
Whom Lieven Vandenberghe trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Yurii E. Nesterov
- Stephen J. Wright
- E.J. Candes
- James B. Rawlings
- Robert Tibshirani
- Joel A. Tropp
- Manfred Morari
- Maryam Fazel
- B. Recht
- Dimitri P. Bertsekas
Who trusts Lieven Vandenberghe overall
- Rui Zhang
- Francis R. Bach
- Stephen P. Boyd
- Jie Xu
- Brendan O'Donoghue
- E.J. Candes
- Shuguang Cui
- Martin J. Wainwright
- Martin Jaggi
- B. Recht
Papers from Lieven Vandenberghe's perspective
Ordered by how strongly the researchers Lieven Vandenberghe trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Atomic Decomposition by Basis Pursuit
- Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information
- Convex Optimization
- Stable signal recovery from incomplete and inaccurate measurements
- Smooth minimization of non-smooth functions
- The Elements of Statistical Learning
- Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization
- Nonlinear Programming
- Interior-point polynomial algorithms in convex programming
Their papers
- Convex Optimization (2004) — 4,794 citations
- A tutorial on geometric programming (2007) — 1,250 citations
- Convex Optimization (2010) — 40,693 citations
- Interior-Point Method for Nuclear Norm Approximation with Application to System Identification (2009) — 528 citations
- ROBUST LINEAR PROGRAMMING AND OPTIMAL CONTROL (2002) — 63 citations
- Handbook of Semidefinite Programming (2000) — 778 citations
- Handbook of semidefinite programming : theory, algorithms, and applications (2000) — 772 citations