Covariate-dependent Graphical Model Estimation via Neural Networks with Statistical Guarantees

Jiahe Lin, Yikai Zhang, George Michailidis

Graphical models are widely used in diverse application domains to model the conditional dependencies amongst a collection of random variables. In this paper, we consider settings…