3 papers
stat.CO2025
An Infinite BART model
Marco Battiston, Yu Luo
Bayesian additive regression trees (BART) is a popular Bayesian ensemble model used in regression and classification analysis. Under this modeling framework, the regression functio…
math.ST2025
Bayesian Predictive Inference Beyond Martingales
Marco Battiston, Lorenzo Cappello
There is growing interest in the so-called Bayesian Predictive Inference approach, which enables Bayesian inference without specifying a likelihood function or prior distribution a…
stat.AP2024
Disclosure risk assessment with Bayesian non-parametric hierarchical modelling
Marco Battiston, Lorenzo Rimella
Micro and survey datasets often contain private information about individuals, like their health status, income or political preferences. Previous studies have shown that, even aft…