no code implementations • 7 Apr 2019 • Roger Fan, Byoungwook Jang, Yuekai Sun, Shuheng Zhou
Estimating conditional dependence graphs and precision matrices are some of the most common problems in modern statistics and machine learning.
no code implementations • 13 Nov 2016 • Michael Hornstein, Roger Fan, Kerby Shedden, Shuheng Zhou
It has been proposed that complex populations, such as those that arise in genomics studies, may exhibit dependencies among observations as well as among variables.
