Search Results for author: Renato De Leone

Found 4 papers, 2 papers with code

Robust Twin Parametric Margin Support Vector Machine for Multiclass Classification

no code implementations9 Jun 2023 Renato De Leone, Francesca Maggioni, Andrea Spinelli

In this paper we present a Twin Parametric-Margin Support Vector Machine (TPMSVM) model to tackle the problem of multiclass classification.

Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB

1 code implementation2 Mar 2023 Maria Laura Santoni, Elena Raponi, Renato De Leone, Carola Doerr

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 evaluation budgets.

Bayesian Optimization Vocal Bursts Intensity Prediction

Electre Tri-Machine Learning Approach to the Record Linkage Problem

no code implementations25 May 2015 Renato De Leone, Valentina Minnetti

In this short paper, the Electre Tri-Machine Learning Method, generally used to solve ordinal classification problems, is proposed for solving the Record Linkage problem.

BIG-bench Machine Learning General Classification +1

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