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Author

Bani K. Mallick

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Preprint Sep 2026

DISCCO: Distance-Based Bayesian Spatial Clustering of Complex Objects with Node-Frailty Centrality

Simulations with distribution- and matrix-valued responses show that the proposed spatial distance-clustering framework improves region recovery relative to existing distance-clustering methods, while the frailty layer provides interpretable centrality summaries.

S. Bhattacharyya, Hui-Yan Sang, Bani K. Mallick · 0 citations
Preprint Jul 2026

On Graph-Informed Distance Metrics for Comparing Graph Partitions

Under stochastic block models, it is proved that stronger topological disruptions incur asymptotically larger distances almost surely in both inter-community and intra-community split settings.

S. Bhattacharyya, Huiyan Sang, Bani Mallick · 0 citations

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