54 citations · 170 across the 45 of their papers we have counts for
Showing 2022 · stat.MEShow all
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stat.ME2022
Factorized Fusion Shrinkage for Dynamic Relational Data
Peng Zhao, Anirban Bhattacharya, Debdeep Pati +1
Modern data science applications often involve complex relational data with dynamic structures. An abrupt change in such dynamic relational data is typically observed in systems th…
stat.ME2022
A Bayesian Survival Tree Partition Model Using Latent Gaussian Processes
Richard D. Payne, Nilabja Guha, Bani K. Mallick
Survival models are used to analyze time-to-event data in a variety of disciplines. Proportional hazard models provide interpretable parameter estimates, but proportional hazards a…
stat.ME2022★ 3 cited
Ordinal Causal Discovery
Yang Ni, Bani Mallick
Causal discovery for purely observational, categorical data is a long-standing challenging problem. Unlike continuous data, the vast majority of existing methods for categorical da…