Laurent El Ghaoui

	2008
29		Ufuk Topcu, Giuseppe Carlo Calafiore, Laurent El Ghaoui: Multistage investments with recourse: A single-asset case with transaction costs. CDC 2008: 2398-2403
28		Giuseppe Carlo Calafiore, Ufuk Topcu, Laurent El Ghaoui: Parameter estimation with expected and residual-at-risk criteria. CDC 2008: 666-671
27		Laurent El Ghaoui, Assane Gueye: A Convex Upper Bound on the Log-Partition Function for Binary Distributions. NIPS 2008: 409-416
26		Pierre Garrigues, Laurent El Ghaoui: An Homotopy Algorithm for the Lasso with Online Observations. NIPS 2008: 489-496
	2007
25		Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui: Full regularization path for sparse principal component analysis. ICML 2007: 177-184
24		Alexandre d'Aspremont, Laurent El Ghaoui: A Semidefinite Relaxation for Air Traffic Flow Scheduling. RIVF 2007: 103-107
23		Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont: Model Selection Through Sparse Maximum Likelihood Estimation CoRR abs/0707.0704: (2007)
22		Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui: Optimal Solutions for Sparse Principal Component Analysis CoRR abs/0707.0705: (2007)
	2006
21		Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont, Georges Natsoulis: Convex optimization techniques for fitting sparse Gaussian graphical models. ICML 2006: 89-96
20		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
19		Alexandre d'Aspremont, Laurent El Ghaoui: A Semidefinite Relaxation for Air Traffic Flow Scheduling CoRR abs/cs/0609145: (2006)
18		Alexandre d'Aspremont, Laurent El Ghaoui: Static arbitrage bounds on basket option prices. Math. Program. 106(3): 467-489 (2006)
17		Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski: Foreword: special issue on robust optimization. Math. Program. 107(1-2): 1-3 (2006)
	2005
16		Onureena Banerjee, Alexandre d'Aspremont, Laurent El Ghaoui: Sparse Covariance Selection via Robust Maximum Likelihood Estimation CoRR abs/cs/0506023: (2005)
15		Arnab Nilim, Laurent El Ghaoui: Robust Control of Markov Decision Processes with Uncertain Transition Matrices. Operations Research 53(5): 780-798 (2005)
	2004
14		Alexandre d'Aspremont, Laurent El Ghaoui, Michael I. Jordan, Gert R. G. Lanckriet: A Direct Formulation for Sparse PCA Using Semidefinite Programming. NIPS 2004
13		Arnab Nilim, Laurent El Ghaoui, Vu Duong: Algorithms for Multi-Aircraft Re-Routing Under Uncertainties. RIVF 2004: 21-32
12		Giuseppe Carlo Calafiore, Laurent El Ghaoui: Ellipsoidal bounds for uncertain linear equations and dynamical systems. Automatica 40(5): 773-787 (2004)
11		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)
10		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)
9		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
8		Arnab Nilim, Laurent El Ghaoui: Robustness in Markov Decision Problems with Uncertain Transition Matrices. NIPS 2003
7		Laurent El Ghaoui, Maksim Oks, Francois Oustry: Worst-Case Value-At-Risk and Robust Portfolio Optimization: A Conic Programming Approach. Operations Research 51(4): 543-556 (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		Gert R. G. Lanckriet, Laurent El Ghaoui, Michael I. Jordan: Robust Novelty Detection with Single-Class MPM. NIPS 2002: 905-912
4		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		Lance Doherty, Kristofer S. J. Pister, Laurent El Ghaoui: Convex Optimization Methods for Sensor Node Position Estimation. INFOCOM 2001: 1655-1663
2		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)	[22] [25]
2	Onureena Banerjee	[16] [21] [23]
3	Peter L. Bartlett	[6] [9]
4	Aharon Ben-Tal	[17]
5	Chiranjib Bhattacharyya (Chiru Bhattacharyya)	[2] [4] [10]
6	Giuseppe Carlo Calafiore (Giuseppe C. Calafiore)	[12] [28] [29]
7	Jim Chou	[1]
8	Nello Cristianini	[6] [9]
9	Lance Doherty	[3]
10	Vu Duong	[13] [20]
11	Pierre Garrigues	[26]
12	L. R. Grate	[10]
13	Assane Gueye	[27]
14	Michael I. Jordan	[2] [4] [5] [6] [9] [10] [11] [14]
15	Gert R. G. Lanckriet	[2] [4] [5] [6] [9] [11] [14]
16	I. Saira Mian	[10]
17	Georges Natsoulis	[21]
18	Arkadi Nemirovski	[17]
19	Arnab Nilim	[8] [13] [15] [20]
20	Maksim Oks	[7]
21	Francois Oustry	[7]
22	Kristofer S. J. Pister	[3]
23	S. Sandeep Pradhan	[1]
24	Kannan Ramchandran	[1]
25	Devan Sohier	[20]
26	Ufuk Topcu	[28] [29]
27	Alexandre d'Aspremont	[11] [14] [16] [18] [19] [20] [21] [22] [23] [24] [25]

Colors in the list of coauthors