A Data-Encoding Approach to Quantum Federated Learning: Experimenting with Cloud Challenges

Author:

Pokhrel Shiva Raj1ORCID,Yash Naman2ORCID,Kua Jonathan2ORCID,Li Gang2ORCID,Pan Lei2ORCID

Affiliation:

1. IoT & SE Lab, Deakin University, Australia

2. Deakin University, Australia

Funder

School of IT Deakin University

Publisher

ACM

Reference8 articles.

1. Jacob Biamonte 2017. Quantum machine learning. Nature 549, 7671 (2017), 195–202.

2. Foundations of Quantum Federated Learning Over Classical and Quantum Networks

3. Genomic benchmarks: a collection of datasets for genomic sequence classification

4. Dev Gurung 2023. Secure communication model for quantum federated learning: A proof of concept. ICLR 2023 (2023).

5. Shiva Raj Pokhrel 2024. Quantum Federated Learning Experiments in the Cloud with Data Encoding. arXiv preprint arXiv:2405.00909 (2024).

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