Quantum Neural Networks for Credit Risk Assessment
Hybrid classical-quantum neural networks for predicting credit risk from customer data
Joint work with Itaú Unibanco.
Designed neural networks for predicting credit risk from the bank’s customer data, matching classical performance with significantly fewer parameters using hybrid classical-quantum neural networks, and performed real hardware experiments to benchmark performance.