Ziyu Ye

Towards provably efficient quantum algorithms for large-scale machine-learning models

2023 · arXiv (Cornell University)

Large machine learning models are revolutionary technologies of artificial intelligence whose bottlenecks include huge computational expenses, power, and time used both in the pre-training and fine-tuning process. In this work, we show that fault-tolerant quantum …