285 citations · 746 across the 7 of their papers we have counts for
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cs.LG2008★ 285 cited
Clustered Multi-Task Learning: A Convex Formulation
Laurent Jacob, Francis Bach, Jean-Philippe Vert
In multi-task learning several related tasks are considered simultaneously, with the hope that by an appropriate sharing of information across tasks, each task may benefit from the…
cs.LG2008★ 176 cited
Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning
Francis Bach
For supervised and unsupervised learning, positive definite kernels allow to use large and potentially infinite dimensional feature spaces with a computational cost that only depen…
cs.CV2008★ 2 cited
A path following algorithm for the graph matching problem
Mikhail Zaslavskiy, Francis Bach, Jean-Philippe Vert
We propose a convex-concave programming approach for the labeled weighted graph matching problem. The convex-concave programming formulation is obtained by rewriting the weighted g…