Equivalence Class Searcher
as part of the
“Distributional Equivalence in Linear Non-Gaussian Latent-Variable Cyclic Causal Models: Characterization and Learning”
Haoyue Dai, Immanuel Albrecht, Peter Spirtes, Kun Zhang
Appears at ICLR 2026
(Oral Presentation)
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• There are
3
4
5
6
7
8
9
10
variables in total;
• Among them,
are latent variables.
• The respective variables are:
.
• The direct edges are:
(one line for one edge, follow the format)
Proceed
