33 citations · 107 across the 22 of their papers we have counts for
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cs.AI2023
On Identifiability of Conditional Causal Effects
Yaroslav Kivva, Jalal Etesami, Negar Kiyavash
We address the problem of identifiability of an arbitrary conditional causal effect given both the causal graph and a set of any observational and/or interventional distributions o…
cs.AI2017★ 2 cited
Interaction Information for Causal Inference: The Case of Directed Triangle
AmirEmad Ghassami, Negar Kiyavash
Interaction information is one of the multivariate generalizations of mutual information, which expresses the amount information shared among a set of variables, beyond the informa…