AI & ML Research Papers

The max-min hill-climbing Bayesian network structure learning algorithm

Ioannis Tsamardinos, Laura E. Brown, Constantin Aliferis

MMHC combines local learning, constraint-based, and search-and-score techniques to efficiently learn Bayesian network structures, outperforming several state-of-the-art algorithms.