2 papers
quant-ph2026
Quantum Hamiltonian Evolution for Coherent Quantum Learning
Ignacio B. Acedo, Javier Gonzalez-Conde, Pablo Rodriguez-Grasa +2
We introduce Coherent Quantum Learning (CQL), a training framework for quantum learning models in which the model parameters are quantum degrees of freedom evolved under a Hamilton…
quant-ph2025
Pulsed learning for quantum data re-uploading models
Ignacio B. Acedo, Pablo Rodriguez-Grasa, Pablo Garcia-Azorin +1
While Quantum Machine Learning (QML) holds great potential, its practical realization on Noisy Intermediate-Scale Quantum (NISQ) hardware has been hindered by the limitations of va…