Laurent El Ghaoui

	2011
44		Aude Hofleitner, Laurent El Ghaoui, Alexandre M. Bayen: Online least-squares estimation of time varying systems with sparse temporal evolution and application to traffic estimation. CDC-ECE 2011: 2595-2601
43		S. Yusef Shafi, Murat Arcak, Laurent El Ghaoui: Graph weight design for Laplacian eigenvalue constraints with multi-agent systems applications. CDC-ECE 2011: 5541-5546
42		Xinyu Dai, Jinzhu Jia, Laurent El Ghaoui, Bin Yu: SBA-term: Sparse Bilingual Association for Terms. ICSC 2011: 189-192
41		Alexandre d'Aspremont, Laurent El Ghaoui: Testing the nullspace property using semidefinite programming. Math. Program. 127(1): 123-144 (2011)
	2010
40		Yu Ben, Laurent El Ghaoui, Kameshwar Poolla, Costas J. Spanos: Yield-constrained digital circuit sizing via sequential geometric programming. ISQED 2010: 114-121
39		Brian Gawalt, Jinzhu Jia, Luke Miratrix, Laurent El Ghaoui, Bin Yu, Sophie Clavier: Discovering word associations in news media via feature selection and sparse classification. Multimedia Information Retrieval 2010: 211-220
38		Laurent El Ghaoui, Vivian Viallon, Tarek Rabbani: Safe Feature Elimination in Sparse Supervised Learning CoRR abs/1009.3515: (2010)
37		Laurent El Ghaoui, Vivian Viallon, Tarek Rabbani: Safe Feature Elimination in Sparse Supervised Learning CoRR abs/1009.4219: (2010)
	2009
36		Sebastien Blandin, Laurent El Ghaoui, Alexandre M. Bayen: Kernel regression for travel time estimation via convex optimization. CDC 2009: 4360-4365
35		Giuseppe Carlo Calafiore, Ufuk Topcu, Laurent El Ghaoui: Parameter estimation with expected and residual-at-risk criteria. Systems & Control Letters 58(1): 39-46 (2009)
	2008
34		Ufuk Topcu, Giuseppe Carlo Calafiore, Laurent El Ghaoui: Multistage investments with recourse: A single-asset case with transaction costs. CDC 2008: 2398-2403
33		Giuseppe Carlo Calafiore, Ufuk Topcu, Laurent El Ghaoui: Parameter estimation with expected and residual-at-risk criteria. CDC 2008: 666-671
32		Laurent El Ghaoui, Assane Gueye: A Convex Upper Bound on the Log-Partition Function for Binary Distributions. NIPS 2008: 409-416
31		Pierre Garrigues, Laurent El Ghaoui: An Homotopy Algorithm for the Lasso with Online Observations. NIPS 2008: 489-496
30		Alexandre d'Aspremont, Francis Bach, Laurent El Ghaoui: Optimal Solutions for Sparse Principal Component Analysis. Journal of Machine Learning Research 9: 1269-1294 (2008)
29		Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont: Model Selection Through Sparse Maximum Likelihood Estimation for Multivariate Gaussian or Binary Data. Journal of Machine Learning Research 9: 485-516 (2008)
28		Alexandre d'Aspremont, Onureena Banerjee, Laurent El Ghaoui: First-Order Methods for Sparse Covariance Selection. SIAM J. Matrix Analysis Applications 30(1): 56-66 (2008)
	2007
27		Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui: Full regularization path for sparse principal component analysis. ICML 2007: 177-184
26		Alexandre d'Aspremont, Laurent El Ghaoui: A Semidefinite Relaxation for Air Traffic Flow Scheduling. RIVF 2007: 103-107
25		Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont: Model Selection Through Sparse Maximum Likelihood Estimation CoRR abs/0707.0704: (2007)
24		Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui: Optimal Solutions for Sparse Principal Component Analysis CoRR abs/0707.0705: (2007)
	2006
23		Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont, Georges Natsoulis: Convex optimization techniques for fitting sparse Gaussian graphical models. ICML 2006: 89-96
22		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
21		Alexandre d'Aspremont, Laurent El Ghaoui: A Semidefinite Relaxation for Air Traffic Flow Scheduling CoRR abs/cs/0609145: (2006)
20		Alexandre d'Aspremont, Laurent El Ghaoui: Static arbitrage bounds on basket option prices. Math. Program. 106(3): 467-489 (2006)
19		Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski: Foreword: special issue on robust optimization. Math. Program. 107(1-2): 1-3 (2006)
	2005
18		Onureena Banerjee, Alexandre d'Aspremont, Laurent El Ghaoui: Sparse Covariance Selection via Robust Maximum Likelihood Estimation CoRR abs/cs/0506023: (2005)
17		Arnab Nilim, Laurent El Ghaoui: Robust Control of Markov Decision Processes with Uncertain Transition Matrices. Operations Research 53(5): 780-798 (2005)
	2004
16		Alexandre d'Aspremont, Laurent El Ghaoui, Michael I. Jordan, Gert R. G. Lanckriet: A Direct Formulation for Sparse PCA Using Semidefinite Programming. NIPS 2004
15		Arnab Nilim, Laurent El Ghaoui, Vu Duong: Algorithms for Multi-Aircraft Re-Routing Under Uncertainties. RIVF 2004: 21-32
14		Giuseppe Carlo Calafiore, Laurent El Ghaoui: Ellipsoidal bounds for uncertain linear equations and dynamical systems. Automatica 40(5): 773-787 (2004)
13		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)
12		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)
11		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
10		Arnab Nilim, Laurent El Ghaoui: Robustness in Markov Decision Problems with Uncertain Transition Matrices. NIPS 2003
9		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
8		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
7		Gert R. G. Lanckriet, Laurent El Ghaoui, Michael I. Jordan: Robust Novelty Detection with Single-Class MPM. NIPS 2002: 905-912
6		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
5		Lance Doherty, Kristofer S. J. Pister, Laurent El Ghaoui: Convex Optimization Methods for Sensor Node Position Estimation. INFOCOM 2001: 1655-1663
4		Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib Bhattacharyya, Michael I. Jordan: Minimax Probability Machine. NIPS 2001: 801-807
3		Giuseppe Carlo Calafiore, Laurent El Ghaoui: Robust maximum likelihood estimation in the linear model. Automatica 37(4): 573-580 (2001)
	2000
2		Jim Chou, S. Sandeep Pradhan, Laurent El Ghaoui, Kannan Ramchandran: Watermarking Based on Duality with Distributed Source Coding and Robust Optimization Principles. ICIP 2000
	1996
1		Laurent El Ghaoui, Gérard Scorletti: Control of rational systems using linear-fractional representations and linear matrix inequalities. Automatica 32(9): 1273-1284 (1996)

Coauthor Index

1	Murat Arcak	[43]
2	Francis R. Bach (Francis Bach)	[24] [27] [30]
3	Onureena Banerjee	[18] [23] [25] [28] [29]
4	Peter L. Bartlett	[8] [11]
5	Alexandre M. Bayen	[36] [44]
6	Yu Ben	[40]
7	Aharon Ben-Tal	[19]
8	Chiranjib Bhattacharyya (Chiru Bhattacharyya)	[4] [6] [12]
9	Sebastien Blandin	[36]
10	Giuseppe Carlo Calafiore (Giuseppe C. Calafiore)	[3] [14] [33] [34] [35]
11	Jim Chou	[2]
12	Sophie Clavier	[39]
13	Nello Cristianini	[8] [11]
14	Xinyu Dai	[42]
15	Lance Doherty	[5]
16	Vu Duong	[15] [22]
17	Pierre Garrigues	[31]
18	Brian Gawalt	[39]
19	L. R. Grate	[12]
20	Assane Gueye	[32]
21	Aude Hofleitner	[44]
22	Jinzhu Jia	[39] [42]
23	Michael I. Jordan	[4] [6] [7] [8] [11] [12] [13] [16]
24	Gert R. G. Lanckriet	[4] [6] [7] [8] [11] [13] [16]
25	I. Saira Mian	[12]
26	Luke Miratrix	[39]
27	Georges Natsoulis	[23]
28	Arkadi Nemirovski	[19]
29	Arnab Nilim	[10] [15] [17] [22]
30	Maksim Oks	[9]
31	Francois Oustry	[9]
32	Kristofer S. J. Pister (Kris Pister)	[5]
33	Kameshwar Poolla	[40]
34	S. Sandeep Pradhan	[2]
35	Tarek Rabbani	[37] [38]
36	Kannan Ramchandran	[2]
37	Gérard Scorletti	[1]
38	S. Yusef Shafi	[43]
39	Devan Sohier	[22]
40	Costas J. Spanos	[40]
41	Ufuk Topcu	[33] [34] [35]
42	Vivian Viallon	[37] [38]
43	Bin Yu	[39] [42]
44	Alexandre d'Aspremont	[13] [16] [18] [20] [21] [22] [23] [24] [25] [26] [27] [28] [29] [30] [41]

Colors in the list of coauthors

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