Bayesian Joint Estimation of
Multiple Graphical Models
Lingrui Gan, Xinming Yang, Naveen N. Nariestty, Feng Liang
Department of Statistics
University of Illinois at Urbana-Champaign
{lgan6, xyang104, naveen, liangf}@illinois.edu
Abstract
In this paper, we propose a novel Bayesian group regularization method based on
the spike and slab Lasso priors for jointly estimating multiple graphical models. ...


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