Inference for Sparse Conditional Precision Matrices

Jialei Wang, Mladen Kolar

Given $n$ i.i.d. observations of a random vector $(X,Z)$, where $X$ is a high-dimensional vector and $Z$ is a low-dimensional index variable, we study the problem of estimating the…