教育项目
EDUCATION PROJECT
Laurent El Ghaoui
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Laurent El Ghaoui
ProfessorEECS and IEOR Professor
Education
B.S Ecole Polytechnique (Palaiseau, France)
Ph.D. in Aeronautics and Astronautics at Stanford University
Research Areas
Control, Intelligent Systems, and Robotics (CIR)
Robust and convex optimization; Decision-making under uncertainty; Statistical estimation; Air traffic management; Bioinformatics; Finance
Selected Papers and Publications
- Vu Pham and Laurent El Ghaoui. Robust sketching for multiple square-root LASSO problems. Proc. International Conference on Artificial Intelligence and Statistics (AISTATS), May 2015.
- Mert Pilanci, Martin J. Wainwright, Laurent El Ghaoui. Sparse learning via Boolean relaxations. Math. Program., Ser. B (2015) 151:63–87.
- New book: G.C. Calafiore and L. El Ghaoui. Optimization Models. Cambridge University Press. Oct. 2014.
- New livebook: L. El Ghaoui. Optimization models and applications. A companion to the book above, allows users to post questions.
- S. Yadlowsky, P. Nakkarin, J. Wang, R. Sharma, L. El Ghaoui. Iterative Hard Thresholding for Keyword Extraction from Large Text Corpora. In Proc. ICMLA, 2014.
- A. d'Aspremont, F. Bach, L. El Ghaoui, Approximation Bounds for Sparse Principal Component Analysis. Mathematical Programming Series B, 148 (1–2), pp. 89-110, December 2014.
Awards, Memberships and Fellowships
- SIAM Activity Group Optimization Prize, 2008
- “A Good Investment for Excess Reserves,” with R. Portes. Financial Times 22 September 2000.
- Okawa Research Grant, 2001
- NSF Faculty Early Career Development Award (CAREER), 2000
- CNRS Bronze Medal, 1998
招生咨询
青岛
电 话: 0532-88963299(李老师)
邮 箱: MFQD@msg.sufe.edu.cn
邮 编: 266000
地 址: 青岛市崂山区科大支路57号













