Publications
• Dalla Pria, M., Ruggiero, M., Spanò, D., “Exact inference via quasi-conjugacy in two-parameter Poisson–Dirichlet hidden Markov models”. JASA (open access!), 2026. Code available here.
• Dalla Pria, M., “On Exchangeable Partition Ensembles”. PhD thesis, University of Turin, 2026.
• Dalla Pria, M., Ruggiero, M., Spanò, D., “A Metropolis-Hastings for sampling coagulated partitions”, in New Trends in Bayesian Statistics - Collection of proceedings from BAYSM 2023 and contributions from j-ISBA members , 2026.
• Amongero, M., Buttigliero, Y. F., Dalla Pria, M., Fasano, A., “Contributed discussion on A Tree Perspective on Stick-Breaking Models in Covariate-Dependent Mixtures by Horiguchi, Chan, and Ma”, in Bayesian Analysis, 2025.
• Dalla Pria, M., Ruggiero, M., Spanò, D., “Exact sampling of two coagulated partitions”, in Methodological and Applied Statistics and Demography III - SIS 2024, Short Papers, Plenary and Specialized Sessions . Springer Cham, 2024, ISBN 978-3-031-64346-0.
• Dalla Pria, M. and Montagna, S., “The Hierarchical Beta-Bernoulli Process as Out-of-Scope Query Detector”, in Book of Short Papers, SIS 2023 - Statistical Learning, Sustainability and Impact Evaluation . Pearson, 2023, ISBN 9788891935618AAVV, 560-565.
In Preparation
• Dalla Pria, M., Ruggiero, M., Spanò, D., “Exchangeable Partition Ensembles”.
• Dalla Pria, M., Ruggiero, M., Spanò, D., “Generalised Bayesian Consensus Clustering”.