Federated Variational Inference for Bayesian Mixture Models

Jackie Rao, Francesca L. Crowe, Tom Marshall +2

We present a federated learning approach for Bayesian model-based clustering of large-scale binary and categorical datasets. We introduce a principled 'divide and conquer' inferenc…