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Laurent El Ghaoui: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. 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]
  2. 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]
  3. 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]
  4. 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]
  5. 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]
  6. 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]
  7. Arnab Nilim, Laurent El Ghaoui
    Robustness in Markov Decision Problems with Uncertain Transition Matrices. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  8. 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]
  9. 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]
  10. 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]
  11. 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]
  12. 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]
  13. 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]
  14. 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]
  15. 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]
  16. 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]
  17. 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]
  18. 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]
  19. 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]

  20. Yield-constrained digital circuit sizing via sequential geometric programming. [Citation Graph (, )][DBLP]


  21. Discovering word associations in news media via feature selection and sparse classification. [Citation Graph (, )][DBLP]


  22. An Homotopy Algorithm for the Lasso with Online Observations. [Citation Graph (, )][DBLP]


  23. A Convex Upper Bound on the Log-Partition Function for Binary Distributions. [Citation Graph (, )][DBLP]


  24. Optimal path planning for air traffic flow management under stochastic weather and capacity constraints. [Citation Graph (, )][DBLP]


  25. A Semidefinite Relaxation for Air Traffic Flow Scheduling. [Citation Graph (, )][DBLP]


  26. Multistage investments with recourse: A single-asset case with transaction costs. [Citation Graph (, )][DBLP]


  27. Parameter estimation with expected and residual-at-risk criteria. [Citation Graph (, )][DBLP]


  28. Kernel regression for travel time estimation via convex optimization. [Citation Graph (, )][DBLP]


  29. Sparse Covariance Selection via Robust Maximum Likelihood Estimation [Citation Graph (, )][DBLP]


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