Directed acyclic graphs are used to model the causal structure of a system.``Causal
discovery''describes the problem of learning this structure from data. When data is an …

Modern data analysis frequently relies on the use of large datasets, often constructed as
amalgamations of diverse populations or data-sources. Heterogeneity across these smaller …