Rodolphe Jenatton

Structured Variable Selection with Sparsity-Inducing Norms

Rodolphe Jenatton, Jean-Yves Audibert, Francis Bach · arXiv (Cornell University) · 2009 · 458 citations · Full text

Engineering, Machine Learning, Feature Selection +17

Proximal Methods for Sparse Hierarchical Dictionary Learning

Rodolphe Jenatton, Julien Mairal, Francis R. Bach et al. · Food Chemistry · 2010 · 330 citations

Structured Sparsity through Convex Optimization

Francis Bach, Rodolphe Jenatton, Julien Mairal et al. · Statistical Science · 2012 · 316 citations · Full text

Graph Sparsity, Engineering, Machine Learning +18

Structured Sparse Principal Component Analysis

Rodolphe Jenatton, Guillaume Obozinski, Francis Bach · ArXiv.org · 2009 · 295 citations · Full text

Engineering, Machine Learning, Biometrics +19

Proximal Methods for Hierarchical Sparse Coding

Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski et al. · arXiv (Cornell University) · 2010 · 276 citations · Full text

Sparse Representation, Image Analysis, Machine Learning +15