most citedHyperplane Representations of Interventional Characteristic Imset Polytopes

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

math.HO2025

Modeling Social Systems: Transparency, Reproducibility, and Responsibility

Maximino Aldana, Roni Barak Ventura, Heather Z. Brooks +13

Mathematical models of complex social systems can enrich social scientific theory, inform interventions, and shape policy. From voting behavior to economic inequality and urban dev…

math.ST2025

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal

Joseph Johnson, Pardis Semnani

Two directed graphs are called covariance equivalent if they induce the same set of covariance matrices, up to a Lebesgue measure zero set, on the random variables of their associa…

math.CO2024★ 1 cited

Hyperplane Representations of Interventional Characteristic Imset Polytopes

Benjamin Hollering, Joseph Johnson, Liam Solus

Characteristic imsets are 0/1-vectors representing directed acyclic graphs whose edges represent direct cause-effect relations between jointly distributed random variables. A chara…