2025
Integer Programming Based Methods and Heuristics for Causal Graph Learning
AISTATS 2025poster
Acyclic directed mixed graphs (ADMG) – graphs that contain both directed and bidi- rected edges but no directed cycles – are used to model causal and conditional independence relationships between a set of random vari- ables in the presence of latent or unmeasured variables. Bow-free ADMGs, Arid ADM…