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cs.LG2026
A Bayesian Approach for the Network Reconstruction of Interdependent Critical Infrastructure Systems from Cascading Failures
MirSaleh Bahavarnia, Hiba Baroud, Yu Wang +1
Analyzing the behavior of complex interdependent networks requires complete information about the network topology and the interdependent links across networks. For many applicatio…
cs.LG2024
Approximate Gibbs Sampler for Efficient Inference of Hierarchical Bayesian Models for Grouped Count Data
Jin-Zhu Yu, Hiba Baroud
Hierarchical Bayesian Poisson regression models (HBPRMs) provide a flexible modeling approach of the relationship between predictors and count response variables. The applications…