High-Order Markov Blanket Discovery via a k-Order Relaxation of the Faithfulness Assumption
arXiv:2607.26357v1 Announce Type: cross Abstract: The problem of learning the graphical Markov blanket (MB) of a variable from data has applications in many areas such as structure learning for Bayesian networks and Markov random fields, causal discovery, and feature selection. However, a common ass