Reviews: Efficient Identification in Linear Structural Causal Models with Instrumental Cutsets
–Neural Information Processing Systems
UPDATE: Thank you for the thoughtful response, those changes should improve the things that were unclear to me. There is a rich recent literature on identification criteria for linear structural causal models, but most of the recently proposed criteria largely ignore the question of efficient computability. This paper answers important questions in this area by given efficient algorithms for some criteria, while showing others to be NP-complete. The paper is original and generally clear and of high quality. Minor comments: l100: double "a" l104: the equation you refer to is in the supplement, which should be mentioned here.
Neural Information Processing Systems
Jan-22-2025, 11:49:48 GMT
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