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Author

P. Giribone

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Sep 2026

Prepayment forecasting in a low-interest-rates environment: Evidence from the French market

This work model prepayment on French residential securitized mortgages observed quarterly from August 2020 through February 2022 and benchmark a single-hidden-layer neural network against logistic regression, deeper network architectures, Random Forest, and XGBoost, which proves the interaction and threshold effects th...

Adamaria Perrotta, Andrea Monaco, P. Giribone et al. · 0 citations
Open access Aug 2026

Support Vector Machines for Credit Scoring: a performance comparison between classical Machine Learning and Quantum-enhanced approach

The objective of this paper is to demonstrate that traditional statistical problems in credit scoring can be solved efficiently by implementing a quantum-enhanced version of the traditional Support Vector Machines algorithm. Three significant case studies are presented, involving regression, dichotomous and multi-class...

Mattia Bacigalupo, P. Giribone · 0 citations

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