2 papers
quant-ph2025
Quantum Reservoir Computing for Credit Card Default Prediction on a Neutral Atom Platform
Giacomo Vitali, Chiara Vercellino, Paolo Viviani +9
In this paper, we define and benchmark a hybrid quantum-classical machine learning pipeline by performing a binary classification task applied to a real-world financial use case. S…
cs.LG2024
Denoising ESG: quantifying data uncertainty from missing data with Machine Learning and prediction intervals
Sergio Caprioli, Jacopo Foschi, Riccardo Crupi +1
Environmental, Social, and Governance (ESG) datasets are frequently plagued by significant data gaps, leading to inconsistencies in ESG ratings due to varying imputation methods. T…