3 papers
stat.ME2026
Consistent Spatial Clustering of Complex Objects via Bregman Geometry
Srijato Bhattacharyya, Huiyan Sang
Spatial clustering increasingly involves complex objects, including probability distributions, networks, and structured matrices, for which conventional parametric likelihoods may…
stat.ME2026
DISCCO: Distance-Based Bayesian Spatial Clustering of Complex Objects with Node-Frailty Centrality
Srijato Bhattacharyya, Huiyan Sang, Bani Mallick
Clustering problems increasingly involve complex objects observed over space, such as distributions, matrices, functions, images, or multivariate data, for which a scientifically m…
stat.ME2026
On Graph-Informed Distance Metrics for Comparing Graph Partitions
Srijato Bhattacharyya, Huiyan Sang, Bani Mallick
Comparing graph partitions is fundamental to the analysis of network-structured data, yet existing measures for comparing graph partitions typically rely on graph-agnostic indices…