Search results for "Laurent El Ghaoui"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Alexandre d'Aspremont, Laurent El Ghaoui	Testing the nullspace property using semidefinite programming.	Math. Program.	2011	DBLP DOI BibTeX RDF
1	S. Yusef Shafi, Murat Arcak, Laurent El Ghaoui	Graph weight design for Laplacian eigenvalue constraints with multi-agent systems applications.	CDC-ECE	2011	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Xinyu Dai, Jinzhu Jia, Laurent El Ghaoui, Bin Yu	SBA-term: Sparse Bilingual Association for Terms.	ICSC	2011	DBLP DOI BibTeX RDF
1	Laurent El Ghaoui, Vivian Viallon, Tarek Rabbani	Safe Feature Elimination in Sparse Supervised Learning	CoRR	2010	DBLP BibTeX RDF
1	Laurent El Ghaoui, Vivian Viallon, Tarek Rabbani	Safe Feature Elimination in Sparse Supervised Learning	CoRR	2010	DBLP BibTeX RDF
1	Yu Ben, Laurent El Ghaoui, Kameshwar Poolla, Costas J. Spanos	Yield-constrained digital circuit sizing via sequential geometric programming.	ISQED	2010	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF	evaluation, text classification, regularization, logistic regression, sparsity, news media
1	Giuseppe Carlo Calafiore, Ufuk Topcu, Laurent El Ghaoui	Parameter estimation with expected and residual-at-risk criteria.	Systems & Control Letters	2009	DBLP DOI BibTeX RDF
1	Sebastien Blandin, Laurent El Ghaoui, Alexandre M. Bayen	Kernel regression for travel time estimation via convex optimization.	CDC	2009	DBLP DOI BibTeX RDF
1	Alexandre d'Aspremont, Francis Bach, Laurent El Ghaoui	Optimal Solutions for Sparse Principal Component Analysis.	Journal of Machine Learning Research	2008	DBLP DOI BibTeX RDF
1	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	2008	DBLP DOI BibTeX RDF
1	Alexandre d'Aspremont, Onureena Banerjee, Laurent El Ghaoui	First-Order Methods for Sparse Covariance Selection.	SIAM J. Matrix Analysis Applications	2008	DBLP DOI BibTeX RDF
1	Ufuk Topcu, Giuseppe Carlo Calafiore, Laurent El Ghaoui	Multistage investments with recourse: A single-asset case with transaction costs.	CDC	2008	DBLP DOI BibTeX RDF
1	Giuseppe Carlo Calafiore, Ufuk Topcu, Laurent El Ghaoui	Parameter estimation with expected and residual-at-risk criteria.	CDC	2008	DBLP DOI BibTeX RDF
1	Pierre Garrigues, Laurent El Ghaoui	An Homotopy Algorithm for the Lasso with Online Observations.	NIPS	2008	DBLP BibTeX RDF
1	Laurent El Ghaoui, Assane Gueye	A Convex Upper Bound on the Log-Partition Function for Binary Distributions.	NIPS	2008	DBLP BibTeX RDF
1	Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui	Optimal Solutions for Sparse Principal Component Analysis	CoRR	2007	DBLP BibTeX RDF
1	Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont	Model Selection Through Sparse Maximum Likelihood Estimation	CoRR	2007	DBLP BibTeX RDF
1	Alexandre d'Aspremont, Laurent El Ghaoui	A Semidefinite Relaxation for Air Traffic Flow Scheduling.	RIVF	2007	DBLP DOI BibTeX RDF
1	Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui	Full regularization path for sparse principal component analysis.	ICML	2007	DBLP DOI BibTeX RDF
1	Alexandre d'Aspremont, Laurent El Ghaoui	A Semidefinite Relaxation for Air Traffic Flow Scheduling	CoRR	2006	DBLP BibTeX RDF
1	Alexandre d'Aspremont, Laurent El Ghaoui	Static arbitrage bounds on basket option prices.	Math. Program.	2006	DBLP DOI BibTeX RDF	Mathematics Subject Classification (2000) 44A12, 44A60, 90C34, 90C05, 91B28
1	Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski	Foreword: special issue on robust optimization.	Math. Program.	2006	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont, Georges Natsoulis	Convex optimization techniques for fitting sparse Gaussian graphical models.	ICML	2006	DBLP DOI BibTeX RDF
1	Arnab Nilim, Laurent El Ghaoui	Robust Control of Markov Decision Processes with Uncertain Transition Matrices.	Operations Research	2005	DBLP DOI BibTeX RDF
1	Onureena Banerjee, Alexandre d'Aspremont, Laurent El Ghaoui	Sparse Covariance Selection via Robust Maximum Likelihood Estimation	CoRR	2005	DBLP BibTeX RDF
1	Giuseppe Carlo Calafiore, Laurent El Ghaoui	Ellipsoidal bounds for uncertain linear equations and dynamical systems.	Automatica	2004	DBLP DOI BibTeX RDF
1	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	2004	DBLP DOI BibTeX RDF
1	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	2004	DBLP BibTeX RDF
1	Alexandre d'Aspremont, Laurent El Ghaoui, Michael I. Jordan, Gert R. G. Lanckriet	A direct formulation for sparse PCA using semidefinite programming	CoRR	2004	DBLP BibTeX RDF
1	Arnab Nilim, Laurent El Ghaoui, Vu Duong	Algorithms for Multi-Aircraft Re-Routing Under Uncertainties.	RIVF	2004	DBLP BibTeX RDF
1	Alexandre d'Aspremont, Laurent El Ghaoui, Michael I. Jordan, Gert R. G. Lanckriet	A Direct Formulation for Sparse PCA Using Semidefinite Programming.	NIPS	2004	DBLP BibTeX RDF
1	Laurent El Ghaoui, Maksim Oks, Francois Oustry	Worst-Case Value-At-Risk and Robust Portfolio Optimization: A Conic Programming Approach.	Operations Research	2003	DBLP DOI BibTeX RDF
1	Arnab Nilim, Laurent El Ghaoui	Robustness in Markov Decision Problems with Uncertain Transition Matrices.	NIPS	2003	DBLP BibTeX RDF
1	Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib Bhattacharyya, Michael I. Jordan	A Robust Minimax Approach to Classification.	Journal of Machine Learning Research	2002	DBLP BibTeX RDF
1	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	DBLP BibTeX RDF
1	Gert R. G. Lanckriet, Laurent El Ghaoui, Michael I. Jordan	Robust Novelty Detection with Single-Class MPM.	NIPS	2002	DBLP BibTeX RDF
1	Giuseppe Carlo Calafiore, Laurent El Ghaoui	Robust maximum likelihood estimation in the linear model.	Automatica	2001	DBLP DOI BibTeX RDF
1	Lance Doherty, Kristofer S. J. Pister, Laurent El Ghaoui	Convex Optimization Methods for Sensor Node Position Estimation.	INFOCOM	2001	DBLP BibTeX RDF
1	Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib Bhattacharyya, Michael I. Jordan	Minimax Probability Machine.	NIPS	2001	DBLP BibTeX RDF
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	DBLP BibTeX RDF
1	Laurent El Ghaoui, Gérard Scorletti	Control of rational systems using linear-fractional representations and linear matrix inequalities.	Automatica	1996	DBLP DOI BibTeX RDF

Publications of "Laurent El Ghaoui" ( http://dblp.L3S.de/Authors/Laurent_El_Ghaoui )