most citedStable Graphical Model Estimation with Random Forests for Discrete, Continuous, and Mixed Variables

80 citations · 80 across the 1 of their papers we have counts for

collaborators

1 paper

stat.ME2011★ 80 cited

Stable Graphical Model Estimation with Random Forests for Discrete, Continuous, and Mixed Variables

Bernd Fellinghauer, Peter Bühlmann, Martin Ryffel +2

A conditional independence graph is a concise representation of pairwise conditional independence among many variables. Graphical Random Forests (GRaFo) are a novel method for esti…