39 citations · 41 across the 2 of their papers we have counts for
2 papers
stat.ML2016★ 2 cited
Parameter Learning for Log-supermodular Distributions
Tatiana Shpakova, Francis Bach
We consider log-supermodular models on binary variables, which are probabilistic models with negative log-densities which are submodular. These models provide probabilistic interpr…
stat.ML2012★ 39 cited
Convex Relaxation for Combinatorial Penalties
Guillaume Obozinski, Francis Bach
In this paper, we propose an unifying view of several recently proposed structured sparsity-inducing norms. We consider the situation of a model simultaneously (a) penalized by a s…