103 citations · 104 across the 5 of their papers we have counts for
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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.…
Non-Parametric Inference of Relational Dependence
Ragib Ahsan, Zahra Fatemi, David Arbour +1
Independence testing plays a central role in statistical and causal inference from observational data. Standard independence tests assume that the data samples are independent and…
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…