Large-Scale Optimization Algorithms for Sparse Conditional Gaussian Graphical Models

Calvin McCarter, Seyoung Kim

This paper addresses the problem of scalable optimization for L1-regularized conditional Gaussian graphical models. Conditional Gaussian graphical models generalize the well-known…