Generalized Precision Matrix for Scalable Estimation of Nonparametric Markov Networks

Yujia Zheng, Ignavier Ng, Yewen Fan +1

A Markov network characterizes the conditional independence structure, or Markov property, among a set of random variables. Existing work focuses on specific families of distributi…