High-dimensional consistency in score-based and hybrid structure learning

Preetam Nandy, Alain Hauser, Marloes H. Maathuis

Main approaches for learning Bayesian networks can be classified as constraint-based, score-based or hybrid methods. Although high-dimensional consistency results are available for…