Publications

Journals

Dombowsky, A., Dunson, D. B., Madut, D. B., Rubach, M. P., and Herring, A. H. (2025). Bayesian learning of clinically meaningful sepsis phenotypes in northern Tanzania. The Annals of Applied Statistics. In press.

• ArXiv Preprint
• Github Repo

Dombowsky, A. and Dunson, D. B. (2025) Product centred Dirichlet processes for Bayesian multiview clustering. Journal of the Royal Statistical Society, Series B. In press.

• ArXiv Preprint
• Github Repo

Dombowsky, A. and Dunson, D. B. (2024) Bayesian clustering via fusing of localized densities. Journal of the American Statistical Association: Theory and Methods. In press.

• ArXiv Preprint.
• Github Repo and R Package

Ongoing Work

Dombowsky, A. and Dunson, D. B. (2025+). Hierarchical directed Dirichlet networks for discrete graphical modeling. Working Paper.

Meng, J., Dombowsky, A., and Dunson, D. B. (2025+). Kernel robust Bayesian clustering in high dimensions. Working Paper.

Madut, D. B., Dombowsky, A., [& 12 others]. (2025+) Derivation of clinical sepsis clusters among a cohort of hospitalized patients in northern Tanzania.