| Day | Time | Speaker | Title |
|---|---|---|---|
| Monday (B. Jiang) |
09:00-10:20 | Brendan Murphy (University College Dublin) |
Model-based clustering of mortality data across periods and countries |
| 10:40-12:00 | David Dahl (Brigham Young University) |
Subjective exchangeable partition priors via integer partitions | |
| Tuesday (R. Nugent) |
09:00-10:20 | Gonzalo Mena (Carnegie Mellon University) |
On model-based clustering with entropic optimal transport |
| 10:40-12:00 | Martin Metodiev (Université Clermont Auvergne) |
Simulation-consistent estimation of the exact marginal likelihood for block models | |
| 14:00-16:00 | Poster session | [Cancelled] | |
| Wednesday (B. Murphy) |
9:00-10:20 | Bei Jiang (University of Alberta) |
Achieving fairness in AI with synthetic data |
| 10:40-10:55 | Luca Scrucca (Università di Bologna) |
Mixture-based estimation of multivariate data hypervolume | |
| 11:00-11:15 | Bettina Grun (WU Vienna University) |
Bayesian model-based clustering of matrix-variate data | |
| 11:20-11:35 | Joshua Loyal (Joshua Loyal) |
The Metropolis-Hastings algorithm as a component of a data-generating process with applications to longitudinal clustering | |
| 11:40-11:55 | Adrian Raftery (University of Washington) |
Approximating the marginal likelihood for mixture models via the THAMES estimator | |
| 14:00-16:00 | Software session | ||
| Thursday (A. Raftery) |
09:00-10:20 | Tyler McCormick (University of Washington) |
Robustly estimating heterogeneity in factorial data using Rashomon Partitions |
| 10:40-10:55 | Naisyin Wang (University of Michigan) |
Leveraging clustering approaches in privacy-preserved strategies | |
| 11:00-11:15 | Cinzia Viroli (Università di Bologna) |
A latent editing mixture model for clustering DNA reads | |
| 11:20-11:35 | Michael Pearce (Reed College) |
Bayesian rank-clustering of treatments from analyses of clinical trials data | |
| 11:40-11:55 | Pierre Latouche (Université Clermont Auvergne) |
Efficient embedding reconstruction for model based clustering in graphs through random field diffusion | |
| Friday (C. Viroli) |
09:00-10:20 | Michael Fop (University College Dublin) |
Data compression for clustering high-dimensional discrete data |
| 10:40-10:55 | Julien Jacques (Université Lumière Lyon 2) |
Modeling dependence between ordinal variables | |
| 11:00-11:15 | Michael Gallaugher (Baylor University) |
Model selection via an adaptive algorithm for parsimonious mixtures of skewed bilinear factor analyzers | |
| 11:20-11:35 | Laura Anderlucci (Università di Bologna) |
Model-based clustering of functional data via random projections |