Consistency Guarantees for Greedy Permutation-Based Causal Inference Algorithms

<jats:title>Summary</jats:title> <jats:p>Directed acyclic graphical models are widely used to represent complex causal systems. Since the basic task of learning such a model from data is NP-hard, a standard approach is greedy search over the space of directed acyclic graphs or Mark...

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Bibliographic Details
Main Authors: Solus, L (Author), Wang, Y (Author), Uhler, C (Author)
Format: Article
Language:English
Published: Oxford University Press (OUP), 2022-07-21T13:35:58Z.
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