Distributed Quantum Learning over Near-term Devices: Convergence Analysis and Security Design

Atit Pokharel, Shaba Shaon, Thomas Morris +1

Distributed quantum learning (DQL) has emerged as a promising paradigm to scale quantum-enhanced machine learning by interconnecting multiple quantum devices. However, for efficien…