Laurent Jacob

Convolutional Kernel Networks for Graph-Structured Data pdf

Julien Mairal, Dexiong Chen, Laurent Jacob, 2020, ICML.

Group lasso with overlap and graph lasso

Jean-Philippe Vert, Guillaume Obozinski, Laurent Jacob, 2009, ICML '09.

Biological Sequence Modeling with Convolutional Kernel Networks

Julien Mairal, Dexiong Chen, Laurent Jacob, 2018, bioRxiv.

Removing Unwanted Variation for classification and clustering

Laurent Jacob, Terry Speed, Johann A. Gagnon-Bartsch, 2015 .

Clustered Multi-Task Learning: A Convex Formulation

Jean-Philippe Vert, Francis Bach, Laurent Jacob, 2008, NIPS.