Showing stat.MLShow all
2 papers · 1 filter
stat.ML2025
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…
stat.ML2024
VICatMix: variational Bayesian clustering and variable selection for discrete biomedical data
Jackie Rao, Paul D. W. Kirk
Effective clustering of biomedical data is crucial in precision medicine, enabling accurate stratifiction of patients or samples. However, the growth in availability of high-dimens…