Laurent El Ghaoui
Laurent El Ghaoui
UC Berkeley (EECS, IEOR)
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
Linear matrix inequalities in system and control theory
S Boyd, L El Ghaoui, E Feron, V Balakrishnan
Siam, 1994
235801994
Stability of networked control systems
W Zhang, MS Branicky, SM Phillips
IEEE control systems magazine 21 (1), 84-99, 2001
45262001
Robust optimization
A Ben-Tal, L El Ghaoui, A Nemirovski
Princeton University Press, 2009
34772009
Learning the kernel matrix with semidefinite programming
GRG Lanckriet, N Cristianini, P Bartlett, LE Ghaoui, MI Jordan
Journal of Machine learning research 5 (Jan), 27-72, 2004
26922004
A cone complementarity linearization algorithm for static output-feedback and related problems
L El Ghaoui, F Oustry, M AitRami
IEEE transactions on automatic control 42 (8), 1171-1176, 1997
21731997
Convex position estimation in wireless sensor networks
L Doherty, L El Ghaoui
Proceedings IEEE INFOCOM 2001. Conference on Computer Communications …, 2001
21682001
Robust solutions to least-squares problems with uncertain data
L El Ghaoui, H Lebret
SIAM Journal on matrix analysis and applications 18 (4), 1035-1064, 1997
13541997
Model selection through sparse maximum likelihood estimation for multivariate Gaussian or binary data
O Banerjee, LE Ghaoui, A d’Aspremont
Journal of Machine learning research 9 (Mar), 485-516, 2008
13292008
Robust solutions to uncertain semidefinite programs
L El Ghaoui, F Oustry, H Lebret
SIAM Journal on Optimization 9 (1), 33-52, 1998
11131998
A direct formulation for sparse PCA using semidefinite programming
A d'Aspremont, LE Ghaoui, MI Jordan, GR Lanckriet
Advances in neural information processing systems, 41-48, 2005
9462005
Worst-case value-at-risk and robust portfolio optimization: A conic programming approach
LE Ghaoui, M Oks, F Oustry
Operations research 51 (4), 543-556, 2003
6262003
Robust control of Markov decision processes with uncertain transition matrices
A Nilim, L El Ghaoui
Operations Research 53 (5), 780-798, 2005
5452005
A robust minimax approach to classification
GRG Lanckriet, LE Ghaoui, C Bhattacharyya, MI Jordan
Journal of Machine Learning Research 3 (Dec), 555-582, 2002
5072002
Advances in linear matrix inequality methods in control
L El Ghaoui, S Niculescu
Society for Industrial and Applied Mathematics, 2000
5052000
Method of centers for minimizing generalized eigenvalues
S Boyd, L El Ghaoui
STANFORD UNIV CA INFORMATION SYSTEMS LAB, 1993
3581993
On distributionally robust chance-constrained linear programs
GC Calafiore, L El Ghaoui
Journal of Optimization Theory and Applications 130 (1), 1-22, 2006
3492006
First-order methods for sparse covariance selection
A d'Aspremont, O Banerjee, L El Ghaoui
SIAM Journal on Matrix Analysis and Applications 30 (1), 56-66, 2008
3342008
Optimal solutions for sparse principal component analysis
A d’Aspremont, F Bach, LE Ghaoui
Journal of Machine Learning Research 9 (Jul), 1269-1294, 2008
3222008
L. E1 Ghaoui, E. Feron, and V. Balakrishnan
S Boyd
Linear Matrix Inequalities in Systems and Control Theory 15, 1994
304*1994
Safe feature elimination for the lasso and sparse supervised learning problems
LE Ghaoui, V Viallon, T Rabbani
arXiv preprint arXiv:1009.4219, 2010
2592010
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