math.AT, math.ST, stat.ML, stat.TH

A Stable Distance Persistence Homology for Dynamic Bayesian Network Clustering

arXiv:2605.11226v1 Announce Type: cross
Abstract: Dynamic Bayesian networks (DBNs) are a widely used framework for modeling systems whose probabilistic structure evolves over time. Standard inference methods focus on local conditional distributions an…