8 citations · 31 across the 22 of their papers we have counts for
Showing 2018 · cs.AIShow all
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cs.AI2018
Comment on: Decomposition of structural learning about directed acyclic graphs [1]
Mohammad Ali Javidian, Marco Valtorta
We propose an alternative proof concerning necessary and sufficient conditions to split the problem of searching for d-separators and building the skeleton of a DAG into small prob…
cs.AI2018
A Proof of the Front-Door Adjustment Formula
Mohammad Ali Javidian, Marco Valtorta
We provide a proof of the the Front-Door adjustment formula using the do-calculus.
cs.AI2018★ 2 cited
Structural Learning of Multivariate Regression Chain Graphs via Decomposition
Mohammad Ali Javidian, Marco Valtorta
We extend the decomposition approach for learning Bayesian networks (BNs) proposed by (Xie et. al.) to learning multivariate regression chain graphs (MVR CGs), which include BNs as…