no code implementations • 11 Oct 2015 • Thuc Duy Le, Tao Hoang, Jiuyong Li, Lin Liu, Shu Hu
Discovering causal relationships from data is the ultimate goal of many research areas.
no code implementations • 9 Feb 2015 • Thuc Duy Le, Tao Hoang, Jiuyong Li, Lin Liu, Huawen Liu
However, runtime of the PC algorithm, in the worst-case, is exponential to the number of nodes (variables), and thus it is inefficient when being applied to high dimensional data, e. g. gene expression datasets.