Sudheer Reddy K.

HyQNet: A Hybrid Quantum–Classical Framework for Quantum Machine Learning Optimization

Quantum machine learning (QML) faces practical limitations due to noisy intermediate-scale quantum (NISQ) constraints, including noise, restricted qubit availability, and unstable optimization. This paper proposes HyQNet, a resource-aware hybrid quantum–classical framework designed to address these challenges through e...