Search Results for author: Jin-Zhu Yu

Found 3 papers, 1 papers with code

A Bayesian Approach to Reconstructing Interdependent Infrastructure Networks from Cascading Failures

no code implementations28 Nov 2022 Yu Wang, Jin-Zhu Yu, Hiba Baroud

We propose a scalable nonparametric Bayesian approach to reconstruct the topology of interdependent infrastructure networks from observations of cascading failures.

Approximate Gibbs Sampler for Efficient Inference of Hierarchical Bayesian Models for Grouped Count Data

no code implementations28 Nov 2022 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.

Bayesian Inference Decision Making

Reconstructing Sparse Multiplex Networks with Application to Covert Networks

1 code implementation29 Jul 2022 Jin-Zhu Yu, Mincheng Wu, Gisela Bichler, Felipe Aros-Vera, Jianxi Gao

For law enforcement agencies, the inferred complete network structure can be used to develop more effective strategies for covert network interdiction.

Decision Making

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