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Laurent El Ghaoui:
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Publications of Author
- Jim Chou, S. Sandeep Pradhan, Laurent El Ghaoui, Kannan Ramchandran
Watermarking Based on Duality with Distributed Source Coding and Robust Optimization Principles. [Citation Graph (0, 0)][DBLP] ICIP, 2000, pp:- [Conf]
- Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont, Georges Natsoulis
Convex optimization techniques for fitting sparse Gaussian graphical models. [Citation Graph (0, 0)][DBLP] ICML, 2006, pp:89-96 [Conf]
- Gert R. G. Lanckriet, Nello Cristianini, Peter L. Bartlett, Laurent El Ghaoui, Michael I. Jordan
Learning the Kernel Matrix with Semi-Definite Programming. [Citation Graph (0, 0)][DBLP] ICML, 2002, pp:323-330 [Conf]
- Lance Doherty, Kristofer S. J. Pister, Laurent El Ghaoui
Convex Optimization Methods for Sensor Node Position Estimation. [Citation Graph (0, 0)][DBLP] INFOCOM, 2001, pp:1655-1663 [Conf]
- Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib Bhattacharyya, Michael I. Jordan
Minimax Probability Machine. [Citation Graph (0, 0)][DBLP] NIPS, 2001, pp:801-807 [Conf]
- Gert R. G. Lanckriet, Laurent El Ghaoui, Michael I. Jordan
Robust Novelty Detection with Single-Class MPM. [Citation Graph (0, 0)][DBLP] NIPS, 2002, pp:905-912 [Conf]
- Arnab Nilim, Laurent El Ghaoui
Robustness in Markov Decision Problems with Uncertain Transition Matrices. [Citation Graph (0, 0)][DBLP] NIPS, 2003, pp:- [Conf]
- Alexandre d'Aspremont, Laurent El Ghaoui, Michael I. Jordan, Gert R. G. Lanckriet
A Direct Formulation for Sparse PCA Using Semidefinite Programming. [Citation Graph (0, 0)][DBLP] NIPS, 2004, pp:- [Conf]
- Arnab Nilim, Laurent El Ghaoui, Vu Duong
Algorithms for Multi-Aircraft Re-Routing Under Uncertainties. [Citation Graph (0, 0)][DBLP] RIVF, 2004, pp:21-32 [Conf]
- Alexandre d'Aspremont, Laurent El Ghaoui, Michael I. Jordan, Gert R. G. Lanckriet
A direct formulation for sparse PCA using semidefinite programming [Citation Graph (0, 0)][DBLP] CoRR, 2004, v:0, n:, pp:- [Journal]
- Chiranjib Bhattacharyya, L. R. Grate, Michael I. Jordan, Laurent El Ghaoui, I. Saira Mian
Robust Sparse Hyperplane Classifiers: Application to Uncertain Molecular Profiling Data. [Citation Graph (0, 0)][DBLP] Journal of Computational Biology, 2004, v:11, n:6, pp:1073-1089 [Journal]
- Gert R. G. Lanckriet, Nello Cristianini, Peter L. Bartlett, Laurent El Ghaoui, Michael I. Jordan
Learning the Kernel Matrix with Semidefinite Programming. [Citation Graph (0, 0)][DBLP] Journal of Machine Learning Research, 2004, v:5, n:, pp:27-72 [Journal]
- Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib Bhattacharyya, Michael I. Jordan
A Robust Minimax Approach to Classification. [Citation Graph (0, 0)][DBLP] Journal of Machine Learning Research, 2002, v:3, n:, pp:555-582 [Journal]
- Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski
Foreword: special issue on robust optimization. [Citation Graph (0, 0)][DBLP] Math. Program., 2006, v:107, n:1-2, pp:1-3 [Journal]
- Alexandre d'Aspremont, Laurent El Ghaoui
Static arbitrage bounds on basket option prices. [Citation Graph (0, 0)][DBLP] Math. Program., 2006, v:106, n:3, pp:467-489 [Journal]
- Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui
Full regularization path for sparse principal component analysis. [Citation Graph (0, 0)][DBLP] ICML, 2007, pp:177-184 [Conf]
- Alexandre d'Aspremont, Laurent El Ghaoui
A Semidefinite Relaxation for Air Traffic Flow Scheduling [Citation Graph (0, 0)][DBLP] CoRR, 2006, v:0, n:, pp:- [Journal]
- Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont
Model Selection Through Sparse Maximum Likelihood Estimation [Citation Graph (0, 0)][DBLP] CoRR, 2007, v:0, n:, pp:- [Journal]
- Alexandre d'Aspremont, Francis Bach, Laurent El Ghaoui
Optimal Solutions for Sparse Principal Component Analysis [Citation Graph (0, 0)][DBLP] CoRR, 2007, v:0, n:, pp:- [Journal]
Yield-constrained digital circuit sizing via sequential geometric programming. [Citation Graph (, )][DBLP]
Discovering word associations in news media via feature selection and sparse classification. [Citation Graph (, )][DBLP]
An Homotopy Algorithm for the Lasso with Online Observations. [Citation Graph (, )][DBLP]
A Convex Upper Bound on the Log-Partition Function for Binary Distributions. [Citation Graph (, )][DBLP]
Optimal path planning for air traffic flow management under stochastic weather and capacity constraints. [Citation Graph (, )][DBLP]
A Semidefinite Relaxation for Air Traffic Flow Scheduling. [Citation Graph (, )][DBLP]
Multistage investments with recourse: A single-asset case with transaction costs. [Citation Graph (, )][DBLP]
Parameter estimation with expected and residual-at-risk criteria. [Citation Graph (, )][DBLP]
Kernel regression for travel time estimation via convex optimization. [Citation Graph (, )][DBLP]
Sparse Covariance Selection via Robust Maximum Likelihood Estimation [Citation Graph (, )][DBLP]
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