New arXiv work identifies a degeneracy issue in DirectLiNGAM when variables outnumber samples and proposes AdaPS-LiNGAM, which reuses a graph-determined subset of earlier variables to estimate residuals and improve…
#CausalDiscovery #LiNGAM #MachineLearning
https://arxiv.org/abs/2610.09782
