NIPS Proceedingsβ

Aurelie C. Lozano

7 Papers

  • Closed-form Estimators for High-dimensional Generalized Linear Models (2015)
  • Robust Gaussian Graphical Modeling with the Trimmed Graphical Lasso (2015)
  • Elementary Estimators for Graphical Models (2014)
  • Non-parametric Group Orthogonal Matching Pursuit for Sparse Learning with Multiple Kernels (2011)
  • Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference (2010)
  • Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction (2009)
  • Convergence and Consistency of Regularized Boosting Algorithms with Stationary B-Mixing Observations (2005)