Addressing the Current Challenges of Quantum Machine Learning through Multi-Chip Ensembles

Junghoon Justin Park, Jiook Cha, Samuel Yen-Chi Chen +2

Practical Quantum Machine Learning (QML) is challenged by noise, limited scalability, and poor trainability in Variational Quantum Circuits (VQCs) on current hardware. We propose a…