Publications

Journals

Dombowsky, A. and Dunson, D. B. (2025) Product centered 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.

Submitted

Dombowsky, A., Dunson, D. B., Madut, D. B., Rubach, M. P., and Herring, A. H. (2024). Bayesian learning of clinically meaningful sepsis phenotypes in northern Tanzania.

• Github Repo.

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.