community detection 1distance metrics 1graph partitions 1network topology 1stochastic block models 1
From the 1 of 2 linked papers with an AI index.
2 papers
stat.ME2026
On Graph-Informed Distance Metrics for Comparing Graph Partitions
Srijato Bhattacharyya, Huiyan Sang, Bani Mallick
The paper introduces graph-informed distance metrics that compare vertex partitions by using induced edge partitions, providing topology-aware versions of variation of information,…
stat.ME2025
Logistic-beta processes for dependent random probabilities with beta marginals
Changwoo J. Lee, Alessandro Zito, Huiyan Sang +1
The beta distribution serves as a canonical tool for modeling probabilities in statistics and machine learning. However, there is limited work on flexible and computationally conve…