Ghaoui, Laurent E.

7 publications

NeurIPS 2012 Recovery of Sparse Probability Measures via Convex Programming Mert Pilanci, Laurent E. Ghaoui, Venkat Chandrasekaran

NeurIPS 2011 Large-Scale Sparse Principal Component Analysis with Application to Text Data Youwei Zhang, Laurent E. Ghaoui

NeurIPS 2008 A Convex Upper Bound on the Log-Partition Function for Binary Distributions Laurent E. Ghaoui, Assane Gueye

NeurIPS 2008 An Homotopy Algorithm for the Lasso with Online Observations Pierre Garrigues, Laurent E. Ghaoui

NeurIPS 2004 A Direct Formulation for Sparse PCA Using Semidefinite Programming Alexandre D'aspremont, Laurent E. Ghaoui, Michael I. Jordan, Gert R. Lanckriet

NeurIPS 2002 Robust Novelty Detection with Single-Class MPM Laurent E. Ghaoui, Michael I. Jordan, Gert R. Lanckriet

NeurIPS 2001 Minimax Probability Machine Gert Lanckriet, Laurent E. Ghaoui, Chiranjib Bhattacharyya, Michael I. Jordan