Projected Subgradient Methods for Learning Sparse Gaussians

John Duchi, Stephen Gould, Daphne Koller

Gaussian Markov random fields (GMRFs) are useful in a broad range of applications. In this paper we tackle the problem of learning a sparse GMRF in a high-dimensional space. Our ap…