Laurent El Ghaoui - UC Berkeley IEOR Department - Industrial Engineering & Operations Research

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elghaoui3

Professor

Industrial Engineering and Operations Research Dept.

Professor, Electrical Engineering and Computer Science

Contact

Email: elghaoui@berkeley.edu
Address: 421 Sutardja Dai Hall, UC Berkeley. Directions to my office.
Administrative assistant: Joyce Chun.

Research

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 ProgrammingSeries B, 148 (1–2), pp. 89-110, December 2014.

Faculty

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