Multivariate Gaussian Network Structure Learning

16 Sep 2017Xingqi DuSubhashis Ghosal

We consider a graphical model where a multivariate normal vector is associated with each node of the underlying graph and estimate the graphical structure. We minimize a loss function obtained by regressing the vector at each node on those at the remaining ones under a group penalty... (read more)

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