2 papers
stat.CO2026
Graph-Enabled Efficient Federated Bayesian Modeling
Chenyang Zhong, Shouxuan Ji, Tian Zheng
Federated Bayesian modeling requires combining evidence from distributed users into a coherent global posterior while keeping users' raw data on-device. We propose Federated Latent…
stat.ME2026
Bayesian Modeling for Aggregated Relational Data: A Unified Perspective
Owen G. Ward, Anna L. Smith, Tian Zheng
Aggregated relational data is widely collected to study social networks, in fields such as sociology, public health and economics. Many of the successes of ARD inference have been…