2 papers
cs.LG2023
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…
cs.LG2023
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…