65 citations · 156 across the 21 of their papers we have counts for
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math.ST2017
On Exchangeability in Network Models
Steffen L. Lauritzen, Alessandro Rinaldo, Kayvan Sadeghi
We derive representation theorems for exchangeable distributions on finite and infinite graphs using elementary arguments based on geometric and graph-theoretic concepts. Our resul…
math.ST2017
Random Networks, Graphical Models, and Exchangeability
Steffen Lauritzen, Alessandro Rinaldo, Kayvan Sadeghi
We study conditional independence relationships for random networks and their interplay with exchangeability. We show that, for finitely exchangeable network models, the empirical…
math.ST2017★ 4 cited
Faithfulness of Probability Distributions and Graphs
Kayvan Sadeghi
A main question in graphical models and causal inference is whether, given a probability distribution (which is usually an underlying distribution of data), there is a graph (o…