2 papers
stat.ML2024
A Bayesian Approach to Clustering via the Proper Bayesian Bootstrap: the Bayesian Bagged Clustering (BBC) algorithm
Federico Maria Quetti, Silvia Figini, Elena ballante
The paper presents a novel approach for unsupervised techniques in the field of clustering. A new method is proposed to enhance existing literature models using the proper Bayesian…
stat.ME2020
A new approach in model selection for ordinal target variables
Elena Ballante, Pierpaolo Uberti, Silvia Figini
This paper introduces a novel approach to assess model performance for predictive models characterized by an ordinal target variable in order to satisfy the lack of suitable tools…