56 citations · 316 across the 22 of their papers we have counts for
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cs.AI2021★ 2 cited
Improving Accuracy of Permutation DAG Search using Best Order Score Search
Joseph D. Ramsey
The Sparsest Permutation (SP) algorithm is accurate but limited to about 9 variables in practice; the Greedy Sparest Permutation (GSP) algorithm is faster but less weak theoretical…
cs.LG2021★ 3 cited
FRITL: A Hybrid Method for Causal Discovery in the Presence of Latent Confounders
Wei Chen, Kun Zhang, Ruichu Cai +4
We consider the problem of estimating a particular type of linear non-Gaussian model. Without resorting to the overcomplete Independent Component Analysis (ICA), we show that under…