Fast Causal Discovery by Approximate Kernel-based Generalized Score Functions with Linear Computational Complexity

Yixin Ren, Haocheng Zhang, Yewei Xia +3

Score-based causal discovery methods can effectively identify causal relationships by evaluating candidate graphs and selecting the one with the highest score. One popular class of…