A Quantum Approach to Synthetic Minority Oversampling Technique (SMOTE)

Nishikanta Mohanty, Bikash K. Behera, Christopher Ferrie +1

The paper proposes the Quantum-SMOTE method, a novel solution that uses quantum computing techniques to solve the prevalent problem of class imbalance in machine learning datasets.…