Laurent El Ghaoui

2008
25	EE	Laurent El Ghaoui, Assane Gueye: A Convex Upper Bound on the Log-Partition Function for Binary Distributions. NIPS 2008: 409-416
24	EE	Pierre Garrigues, Laurent El Ghaoui: An Homotopy Algorithm for the Lasso with Online Observations. NIPS 2008: 489-496
2007
23	EE	Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui: Full regularization path for sparse principal component analysis. ICML 2007: 177-184
22	EE	Alexandre d'Aspremont, Laurent El Ghaoui: A Semidefinite Relaxation for Air Traffic Flow Scheduling. RIVF 2007: 103-107
21	EE	Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont: Model Selection Through Sparse Maximum Likelihood Estimation CoRR abs/0707.0704: (2007)
20	EE	Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui: Optimal Solutions for Sparse Principal Component Analysis CoRR abs/0707.0705: (2007)
2006
19	EE	Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont, Georges Natsoulis: Convex optimization techniques for fitting sparse Gaussian graphical models. ICML 2006: 89-96
18	EE	Alexandre d'Aspremont, Devan Sohier, Arnab Nilim, Laurent El Ghaoui, Vu Duong: Optimal path planning for air traffic flow management under stochastic weather and capacity constraints. RIVF 2006: 1-6
17	EE	Alexandre d'Aspremont, Laurent El Ghaoui: A Semidefinite Relaxation for Air Traffic Flow Scheduling CoRR abs/cs/0609145: (2006)
16	EE	Alexandre d'Aspremont, Laurent El Ghaoui: Static arbitrage bounds on basket option prices. Math. Program. 106(3): 467-489 (2006)
15	EE	Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski: Foreword: special issue on robust optimization. Math. Program. 107(1-2): 1-3 (2006)
2005
14	EE	Onureena Banerjee, Alexandre d'Aspremont, Laurent El Ghaoui: Sparse Covariance Selection via Robust Maximum Likelihood Estimation CoRR abs/cs/0506023: (2005)
2004
13	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
12	EE	Arnab Nilim, Laurent El Ghaoui, Vu Duong: Algorithms for Multi-Aircraft Re-Routing Under Uncertainties. RIVF 2004: 21-32
11	EE	Giuseppe Calafiore, Laurent El Ghaoui: Ellipsoidal bounds for uncertain linear equations and dynamical systems. Automatica 40(5): 773-787 (2004)
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 (Francis Bach)	[20] [23]
2	Onureena Banerjee	[14] [19] [21]
3	Peter L. Bartlett	[6] [8]
4	Aharon Ben-Tal	[15]
5	Chiranjib Bhattacharyya (Chiru Bhattacharyya)	[2] [4] [9]
6	Giuseppe Calafiore	[11]
7	Jim Chou	[1]
8	Nello Cristianini	[6] [8]
9	Lance Doherty	[3]
10	Vu Duong	[12] [18]
11	Pierre Garrigues	[24]
12	L. R. Grate	[9]
13	Assane Gueye	[25]
14	Michael I. Jordan	[2] [4] [5] [6] [8] [9] [10] [13]
15	Gert R. G. Lanckriet	[2] [4] [5] [6] [8] [10] [13]
16	I. Saira Mian	[9]
17	Georges Natsoulis	[19]
18	Arkadi Nemirovski	[15]
19	Arnab Nilim	[7] [12] [18]
20	Kristofer S. J. Pister	[3]
21	S. Sandeep Pradhan	[1]
22	Kannan Ramchandran	[1]
23	Devan Sohier	[18]
24	Alexandre d'Aspremont	[10] [13] [14] [16] [17] [18] [19] [20] [21] [22] [23]

Colors in the list of coauthors