Mohammad Kordzanganeh

An exponentially-growing family of universal quantum circuits

2023 · Machine Learning Science and Technology

Abstract Quantum machine learning has become an area of growing interest but has certain theoretical and hardware-specific limitations. Notably, the problem of vanishing gradients, or barren plateaus, renders the training impossible for circuits with high …