2 papers
quant-ph2025
Robust Decentralized Quantum Kernel Learning for Noisy and Adversarial Environment
Wenxuan Ma, Kuan-Cheng Chen, Shang Yu +2
This paper proposes a general decentralized framework for quantum kernel learning (QKL). It has robustness against quantum noise and can also be designed to defend adversarial info…
quant-ph2024
Consensus-based Distributed Quantum Kernel Learning for Speech Recognition
Kuan-Cheng Chen, Wenxuan Ma, Xiaotian Xu
This paper presents a Consensus-based Distributed Quantum Kernel Learning (CDQKL) framework aimed at improving speech recognition through distributed quantum computing.CDQKL addres…