1
Zero-shot Quantum Neural Architecture Search
零样本方法首次应用于量子神经架构搜索，为量子机器学习调优开辟新方向。
arXiv:2605.27410v1 Announce Type: cross Abstract: Variational Quantum Algorithms (VQAs) are a leading approach to exploiting near-term quantum hardwar…
2
Trained quantum neural networks are Gaussian processes
训练后的量子神经网络展现出高斯过程行为，揭示其与经典核方法的深层联系，为量子机器学习理论提供新视角
arXiv:2402.08726v2 Announce Type: replace-cross Abstract: We study quantum neural networks made by parametric one-qubit gates and fixed two-qubit gate…