Cesarone, Francesco; Giacometti, Rosella; Ricci, Jacopo … - 2023
In this paper, we propose an outlier detection algorithm for multivariate data based on their projections on the directions that maximize the Cumulant Generating Function (CGF). We prove that CGF is a convex function, and we characterize the CGF maximization problem on the unit n-circle as a...