Gi Bum Kim

Multi-level Gaussian Graphical Models Conditional on Covariates

We address the problem of learning the structure of a high-dimensional Gaussian graphical model conditional on covariates, when each sample belongs to groups at multiple levels of hierarchy. The existing statistical methods for learning covariate-conditioned Gaussian graphical models focused on lea…