Obozinski, Guillaume R.

5 publications

NeurIPS 2014 Tight Convex Relaxations for Sparse Matrix Factorization Emile Richard, Guillaume R. Obozinski, Jean-Philippe Vert

NeurIPS 2012 A Latent Factor Model for Highly Multi-Relational Data Rodolphe Jenatton, Nicolas L. Roux, Antoine Bordes, Guillaume R. Obozinski

NeurIPS 2011 Trace Lasso: A Trace Norm Regularization for Correlated Designs Edouard Grave, Guillaume R. Obozinski, Francis R. Bach

NeurIPS 2010 Network Flow Algorithms for Structured Sparsity Julien Mairal, Rodolphe Jenatton, Francis R. Bach, Guillaume R. Obozinski

NeurIPS 2008 High-Dimensional Support Union Recovery in Multivariate Regression Guillaume R. Obozinski, Martin J. Wainwright, Michael I. Jordan