NIPS Proceedingsβ

Laurent E. Ghaoui

7 Papers

  • Recovery of Sparse Probability Measures via Convex Programming (2012)
  • Large-Scale Sparse Principal Component Analysis with Application to Text Data (2011)
  • A Convex Upper Bound on the Log-Partition Function for Binary Distributions (2008)
  • An Homotopy Algorithm for the Lasso with Online Observations (2008)
  • A Direct Formulation for Sparse PCA Using Semidefinite Programming (2004)
  • Robust Novelty Detection with Single-Class MPM (2002)
  • Minimax Probability Machine (2001)