A Stable Distance Persistence Homology for Dynamic Bayesian Network Clustering

Will Bales, Carmen Rovi

Dynamic Bayesian networks (DBNs) are a widely used framework for modeling systems whose probabilistic structure evolves over time. Standard inference methods focus on local conditi…