1 citations · 1 across the 2 of their papers we have counts for
4 papers
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…
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…
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…
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…