2014

2013

2012

2011

  • Youwei Zhang, Alexandre d'Aspremont, Laurent El Ghaoui. Sparse PCA: Convex Relaxations, Algorithms and Applications. To appear as a chapter in the forthcoming Handbook of Semidefinite, Cone and Polynomial Optimization: Theory, Algorithms, Software and Applications, Miguel Anjos and Jean Bernard Lasserre, Editors, Springer.

2010

2009

2008

2007

2006

2005

2004

2003

2002

Earlier publications

  • G. Scorletti and L. El Ghaoui. Improved Linear Matrix Inequalities Conditions for Gain-Scheduling. International Journal of Robust and Nonlinear Control, August 1998.

  • S. Dussy, L. El Ghaoui. Measurement-scheduled control for the RTAC problem: an LMI approach. International Journal of Robust and Nonlinear Control, April 1998.

  • L. El Ghaoui and M. Aitrami. Robust State-feedback Stabilization of Jump Linear Systems via LMIs. International Journal Robust and Nonlinear Control, 1997.

  • L. El Ghaoui and J.P. Folcher. Multiobjective Robust Control of LTI Systems subject to Unstructured Perturbations. Systems and Control Lett., 1996.

  • L. El Ghaoui. State-feedback control of systems with multiplicative noise via LMIs. Systems and Control Letters, February 1995.