364 citations · 1.8k across the 27 of their papers we have counts for
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stat.ML2018★ 2 cited
Learning the effect of latent variables in Gaussian Graphical models with unobserved variables
Marina Vinyes, Guillaume Obozinski
The edge structure of the graph defining an undirected graphical model describes precisely the structure of dependence between the variables in the graph. In many applications, the…
stat.ML2018★ 48 cited
Canonical Tensor Decomposition for Knowledge Base Completion
Timothée Lacroix, Nicolas Usunier, Guillaume Obozinski
The problem of Knowledge Base Completion can be framed as a 3rd-order binary tensor completion problem. In this light, the Canonical Tensor Decomposition (CP) (Hitchcock, 1927) see…