Joris Marten Mooij — accepted AI-conference papers

2025

$σ$-Maximal Ancestral Graphs

UAI 2025

Maximal Ancestral Graphs (MAGs) provide an abstract representation of Directed Acyclic Graphs (DAGs) with latent (selection) variables. These graphical objects encode information about ancestral relations and d-separations of the DAGs they represent. This abstract representation has been used amongs

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2025

Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses

Sourbh Bhadane, Joris Marten Mooij, Philip Boeken, Onno Zoeter

UAI 2025

Reasoning about fairness through correlation-based notions is rife with pitfalls. The 1973 University of California, Berkeley graduate school admissions case from \citet{BickelHO75} is a classic example of one such pitfall, namely Simpson’s paradox. The discrepancy in admission rates among male and

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