Laurent E. Ghaoui
Affiliations: | Electrical Engineering & Computer Sciences | University of California, Berkeley, Berkeley, CA, United States |
Area:
Electronics and Electrical Engineering, Computer Science, StatisticsGoogle:
"Laurent Ghaoui"
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Publications
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| Calafiore GC, Ghaoui LE, Preziosi A, et al. (2017) Topic analysis in news via sparse learning: a case study on the 2016 US presidential elections Ifac-Papersonline. 50: 13593-13598 |
| Calafiore GC, Ghaoui LE, Novara C. (2014) Sparse Identification of Polynomial and Posynomial Models Ifac Proceedings Volumes. 47: 3238-3243 |
| d’Aspremont A, Bach F, Ghaoui LE. (2014) Approximation bounds for sparse principal component analysis Mathematical Programming. 148: 89-110 |
| Nilim A, Ghaoui LE. (2005) Robust Control of Markov Decision Processes with Uncertain Transition Matrices Operations Research. 53: 780-798 |
| Calafiore G, Campi MC, Ghaoui LE. (2002) Identification of Reliable Predictor Models for Unknown Systems: a Data-Consistency Approach based on Learning Theory Ifac Proceedings Volumes. 35: 85-90 |
| Ghaoui LE, Calafiore G. (2002) Bounded Uncertainty Models In Finance: Parameter Estimation And Forecasting Ifac Proceedings Volumes. 35: 13-18 |
| Scorletti G, Folcher JP, Ghaoui LE. (2001) Output Feedback Control with Input Saturations: LMI Design Approaches European Journal of Control. 7: 567-579 |
| Ghaoui LE, Calafiore G. (2000) Identification of ARX Models with Time-Varying, Bounded Parameters: A semidefinite programming approach Ifac Proceedings Volumes. 33: 283-288 |
| Ghaoui LE, Calafiore GC. (1999) Worst-Case Simulation of Uncertain Systems Lecture Notes in Control and Information Sciences. 245: 134-146 |
| Ghaoui LE, Oustry F, Lebret H. (1998) Robust Solutions to Uncertain Semidefinite Programs Siam Journal On Optimization. 9: 33-52 |