Subtleties in the trainability of quantum machine learning models

no code implementations • 27 Oct 2021 • Supanut Thanasilp, Samson Wang, Nhat A. Nghiem, Patrick J. Coles, M. Cerezo

In this work we bridge the two frameworks and show that gradient scaling results for VQAs can also be applied to study the gradient scaling of QML models.

BIG-bench Machine Learning Quantum Machine Learning +1