Shahnawaz Ahmed

Train on classical, deploy on quantum: scaling generative quantum machine learning to a thousand qubits

2025 · arXiv (Cornell University)

We propose an approach to generative quantum machine learning that overcomes the fundamental scaling issues of variational quantum circuits. The core idea is to use a class of generative models based on instantaneous quantum polynomial …