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stat.ME2023
Bayesian nonparametric boundary detection for multiple areal data
Matteo Gianella, Mario Beraha, Alessandra Guglielmi
We consider the problem of boundary detection for areal data, focusing on situations where for each areal unit multiple observations are available. We propose a Bayesian nonparamet…
stat.CO2023
MCMC for Bayesian nonparametric mixture modeling under differential privacy
Mario Beraha, Stefano Favaro, Vinayak Rao
Estimating the probability density of a population while preserving the privacy of individuals in that population is an important and challenging problem that has received consider…