Laurent El Ghaoui

2007
20	EE	Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui: Full regularization path for sparse principal component analysis. ICML 2007: 177-184
19	EE	Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont: Model Selection Through Sparse Maximum Likelihood Estimation CoRR abs/0707.0704: (2007)
18	EE	Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui: Optimal Solutions for Sparse Principal Component Analysis CoRR abs/0707.0705: (2007)
2006
17	EE	Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont, Georges Natsoulis: Convex optimization techniques for fitting sparse Gaussian graphical models. ICML 2006: 89-96
16	EE	Alexandre d'Aspremont, Laurent El Ghaoui: A Semidefinite Relaxation for Air Traffic Flow Scheduling CoRR abs/cs/0609145: (2006)
15	EE	Alexandre d'Aspremont, Laurent El Ghaoui: Static arbitrage bounds on basket option prices. Math. Program. 106(3): 467-489 (2006)
14	EE	Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski: Foreword: special issue on robust optimization. Math. Program. 107(1-2): 1-3 (2006)
2005
13	EE	Onureena Banerjee, Alexandre d'Aspremont, Laurent El Ghaoui: Sparse Covariance Selection via Robust Maximum Likelihood Estimation CoRR abs/cs/0506023: (2005)
2004
12	EE	Alexandre d'Aspremont, Laurent El Ghaoui, Michael I. Jordan, Gert R. G. Lanckriet: A Direct Formulation for Sparse PCA Using Semidefinite Programming. NIPS 2004
11	EE	Arnab Nilim, Laurent El Ghaoui, Vu Duong: Algorithms for Multi-Aircraft Re-Routing Under Uncertainties. RIVF 2004: 21-32
10	EE	Alexandre d'Aspremont, Laurent El Ghaoui, Michael I. Jordan, Gert R. G. Lanckriet: A direct formulation for sparse PCA using semidefinite programming CoRR cs.CE/0406021: (2004)
9	EE	Chiranjib Bhattacharyya, L. R. Grate, Michael I. Jordan, Laurent El Ghaoui, I. Saira Mian: Robust Sparse Hyperplane Classifiers: Application to Uncertain Molecular Profiling Data. Journal of Computational Biology 11(6): 1073-1089 (2004)
8	EE	Gert R. G. Lanckriet, Nello Cristianini, Peter L. Bartlett, Laurent El Ghaoui, Michael I. Jordan: Learning the Kernel Matrix with Semidefinite Programming. Journal of Machine Learning Research 5: 27-72 (2004)
2003
7	EE	Arnab Nilim, Laurent El Ghaoui: Robustness in Markov Decision Problems with Uncertain Transition Matrices. NIPS 2003
2002
6		Gert R. G. Lanckriet, Nello Cristianini, Peter L. Bartlett, Laurent El Ghaoui, Michael I. Jordan: Learning the Kernel Matrix with Semi-Definite Programming. ICML 2002: 323-330
5	EE	Gert R. G. Lanckriet, Laurent El Ghaoui, Michael I. Jordan: Robust Novelty Detection with Single-Class MPM. NIPS 2002: 905-912
4	EE	Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib Bhattacharyya, Michael I. Jordan: A Robust Minimax Approach to Classification. Journal of Machine Learning Research 3: 555-582 (2002)
2001
3	EE	Lance Doherty, Kristofer S. J. Pister, Laurent El Ghaoui: Convex Optimization Methods for Sensor Node Position Estimation. INFOCOM 2001: 1655-1663
2	EE	Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib Bhattacharyya, Michael I. Jordan: Minimax Probability Machine. NIPS 2001: 801-807
2000
1		Jim Chou, S. Sandeep Pradhan, Laurent El Ghaoui, Kannan Ramchandran: Watermarking Based on Duality with Distributed Source Coding and Robust Optimization Principles. ICIP 2000

Coauthor Index

1	Francis R. Bach	[18] [20]
2	Onureena Banerjee	[13] [17] [19]
3	Peter L. Bartlett	[6] [8]
4	Aharon Ben-Tal	[14]
5	Chiranjib Bhattacharyya	[2] [4] [9]
6	Jim Chou	[1]
7	Nello Cristianini	[6] [8]
8	Lance Doherty	[3]
9	Vu Duong	[11]
10	L. R. Grate	[9]
11	Michael I. Jordan	[2] [4] [5] [6] [8] [9] [10] [12]
12	Gert R. G. Lanckriet	[2] [4] [5] [6] [8] [10] [12]
13	I. Saira Mian	[9]
14	Georges Natsoulis	[17]
15	Arkadi Nemirovski	[14]
16	Arnab Nilim	[7] [11]
17	Kristofer S. J. Pister	[3]
18	S. Sandeep Pradhan	[1]
19	Kannan Ramchandran	[1]
20	Alexandre d'Aspremont	[10] [12] [13] [15] [16] [17] [18] [19] [20]

Colors in the list of coauthors