An Independent Implementation of Quantum Machine Learning Algorithms in Qiskit for Genomic Data
N Singh, SR Pokhrel - arXiv preprint arXiv:2405.09781, 2024 - arxiv.org
In this paper, we explore the power of Quantum Machine Learning as we extend, implement
and evaluate algorithms like Quantum Support Vector Classifier (QSVC), Pegasos-QSVC …
and evaluate algorithms like Quantum Support Vector Classifier (QSVC), Pegasos-QSVC …
A Personalized Quantum Federated Learning
D Gurung, SR Pokhrel - Proceedings of the 8th Asia-Pacific Workshop on …, 2024 - dl.acm.org
We develop a novel method by combining weighted personalization with quantum federated
averaging to address impending challenges such as non-IID data distribution and client drift …
averaging to address impending challenges such as non-IID data distribution and client drift …
A Data-Encoding Approach to Quantum Federated Learning: Experimenting with Cloud Challenges
A Data-Encoding Approach to Quantum Federated Learning: Experimenting with Cloud
Challenges Page 1 A Data-Encoding Approach to Quantum Federated Learning: Experimenting …
Challenges Page 1 A Data-Encoding Approach to Quantum Federated Learning: Experimenting …
Robust Zero Trust Architecture: Joint Blockchain based Federated learning and Anomaly Detection based Framework
This paper introduces a robust zero-trust architecture (ZTA) tailored for the decentralized
system that empowers efficient remote work and collaboration within IoT networks. Using …
system that empowers efficient remote work and collaboration within IoT networks. Using …