Optimizing Quantum Federated Learning Based on Federated Quantum Natural Gradient Descent
Author:
Affiliation:
1. Fudan University,Electronic Engineering,Shanghai,China
2. Northwestern Polytechnical University,Marine Science and Technology,Xian,China
3. Universidad San Pablo-CEU, CEU Universities, Urb. Montepríncipe,Institute of Technology,Madrid,Spain
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10094559/10094560/10094634.pdf?arnumber=10094634
Reference38 articles.
1. Learnability of Quantum Neural Networks
2. The MNIST Database of Handwritten Digit Images for Machine Learning Research [Best of the Web]
3. Power of data in quantum machine learning
4. Variational ansatz-based quantum simulation of imaginary time evolution
5. QTN-VQC: An End-to-End Learning Framework for Quantum Neural Networks;qi;NeurIPS 2021 Workshop on Quantum Tensor Networks in Machine Learning,2022
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