Enhancement of Quantum Semi-Supervised Learning via Improved Laplacian and Poisson Methods

Hamed Gholipour, Farid Bozorgnia, Hamzeh Mohammadigheymasi +5

This paper develops a hybrid quantum approach for graph-based semi-supervised learning to enhance performance in scenarios where labeled data is scarce. We introduce two enhanced q…