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cs.AI2022
Learning Relational Causal Models with Cycles through Relational Acyclification
Ragib Ahsan, David Arbour, Elena Zheleva
In real-world phenomena which involve mutual influence or causal effects between interconnected units, equilibrium states are typically represented with cycles in graphical models.…
cs.AI2022★ 1 cited
Relational Causal Models with Cycles:Representation and Reasoning
Ragib Ahsan, David Arbour, Elena Zheleva
Causal reasoning in relational domains is fundamental to studying real-world social phenomena in which individual units can influence each other's traits and behavior. Dynamics bet…