Neural predictor based quantum architecture search

SX Zhang, CY Hsieh, S Zhang… - … Learning: Science and …, 2021 - iopscience.iop.org
Variational quantum algorithms (VQAs) are widely speculated to deliver quantum
advantages for practical problems under the quantum–classical hybrid computational …

Adaptive pruning-based optimization of parameterized quantum circuits

S Sim, J Romero, JF Gonthier… - Quantum Science and …, 2021 - iopscience.iop.org
Variational hybrid quantum–classical algorithms are powerful tools to maximize the use of
noisy intermediate-scale quantum devices. While past studies have developed powerful and …

[HTML][HTML] Dimensional expressivity analysis of parametric quantum circuits

L Funcke, T Hartung, K Jansen, S Kühn, P Stornati - Quantum, 2021 - quantum-journal.org
Parametric quantum circuits play a crucial role in the performance of many variational
quantum algorithms. To successfully implement such algorithms, one must design efficient …

Trashbox: trash detection and classification using quantum transfer learning

NV Kumsetty, AB Nekkare… - 2022 31st Conference of …, 2022 - ieeexplore.ieee.org
The problem of effective disposal of the trash generated by people has rightfully attracted
major interest from various sections of society in recent times. Recently, deep learning …