2 papers
stat.CO2025
An Infinite BART model
Marco Battiston, Yu Luo
Bayesian additive regression trees (BART) are popular Bayesian ensemble models 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 a growing interest in the so-called Bayesian Predictive Inference approach, which allows to perform Bayesian inference without specifying the likelihood and prior of the m…