Fairness-Aware Estimation of Graphical Models

Zhuoping Zhou, Davoud Ataee Tarzanagh, Bojian Hou +2

This paper examines the issue of fairness in the estimation of graphical models (GMs), particularly Gaussian, Covariance, and Ising models. These models play a vital role in unders…