2 citations · 3 across the 3 of their papers we have counts for
3 papers
A Robust Twin Parametric Margin Support Vector Machine for Multiclass Classification
Renato De Leone, Francesca Maggioni, Andrea Spinelli
In this paper, we introduce novel Twin Parametric Margin Support Vector Machine (TPMSVM) models designed to address multiclass classification tasks under feature uncertainty. To ha…
Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB
Maria Laura Santoni, Elena Raponi, Renato De Leone +1
Bayesian Optimization (BO) is a class of black-box, surrogate-based heuristics that can efficiently optimize problems that are expensive to evaluate, and hence admit only small eva…
The use of Grossone in Mathematical Programming and Operations Research
Sonia De Cosmis, Renato De Leone
The concepts of infinity and infinitesimal in mathematics date back to anciens Greek and have always attracted great attention. Very recently, a new methodology has been proposed b…