Towards Personalized Quantum Federated Learning for Anomaly Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Rahman, Ratun, Shaham, Sina, Nguyen, Dinh C. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Tackling Heterogeneity in Quantum Federated Learning: An Integrated Sporadic-Personalized Approach
by: Rahman, Ratun, et al.
Published: (2026)
by: Rahman, Ratun, et al.
Published: (2026)
Brain Tumor Detection in MRI Based on Federated Learning with YOLOv11
by: Monisha, Sheikh Moonwara Anjum, et al.
Published: (2025)
by: Monisha, Sheikh Moonwara Anjum, et al.
Published: (2025)
Sporadic Federated Learning Approach in Quantum Environment to Tackle Quantum Noise
by: Rahman, Ratun, et al.
Published: (2025)
by: Rahman, Ratun, et al.
Published: (2025)
SimQFL: A Quantum Federated Learning Simulator with Real-Time Visualization
by: Rahman, Ratun, et al.
Published: (2025)
by: Rahman, Ratun, et al.
Published: (2025)
Probabilistic Federated Learning on Uncertain and Heterogeneous Data with Model Personalization
by: Rahman, Ratun, et al.
Published: (2026)
by: Rahman, Ratun, et al.
Published: (2026)
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures
by: Kölle, Michael, et al.
Published: (2023)
by: Kölle, Michael, et al.
Published: (2023)
Auto Quantum Machine Learning for Multisource Classification
by: Rybotycki, Tomasz, et al.
Published: (2026)
by: Rybotycki, Tomasz, et al.
Published: (2026)
RealStats: A Rigorous Real-Only Statistical Framework for Fake Image Detection
by: Zisman, Haim, et al.
Published: (2026)
by: Zisman, Haim, et al.
Published: (2026)
Explainable Quantum Machine Learning for Multispectral Images Segmentation: Case Study
by: Rybotycki, Tomasz, et al.
Published: (2025)
by: Rybotycki, Tomasz, et al.
Published: (2025)
Scaling Quantum Machine Learning without Tricks: High-Resolution and Diverse Image Generation
by: Jäger, Jonas, et al.
Published: (2026)
by: Jäger, Jonas, et al.
Published: (2026)
Quantum-enhanced satellite image classification
by: Zhang, Qi, et al.
Published: (2026)
by: Zhang, Qi, et al.
Published: (2026)
QuKAN: A Quantum Circuit Born Machine approach to Quantum Kolmogorov Arnold Networks
by: Werner, Yannick, et al.
Published: (2025)
by: Werner, Yannick, et al.
Published: (2025)
Quantum machine learning for image classification
by: Senokosov, Arsenii, et al.
Published: (2023)
by: Senokosov, Arsenii, et al.
Published: (2023)
Incremental Data-Uploading for Full-Quantum Classification
by: Periyasamy, Maniraman, et al.
Published: (2022)
by: Periyasamy, Maniraman, et al.
Published: (2022)
Image Classification with Rotation-Invariant Variational Quantum Circuits
by: Sebastian, Paul San, et al.
Published: (2024)
by: Sebastian, Paul San, et al.
Published: (2024)
Projected Stochastic Gradient Descent with Quantum Annealed Binary Gradients
by: Krahn, Maximilian, et al.
Published: (2023)
by: Krahn, Maximilian, et al.
Published: (2023)
Layered Quantum Architecture Search for 3D Point Cloud Classification
by: Meli, Natacha Kuete, et al.
Published: (2026)
by: Meli, Natacha Kuete, et al.
Published: (2026)
A Hierarchical Fused Quantum Fuzzy Neural Network for Image Classification
by: Wu, Sheng-Yao, et al.
Published: (2024)
by: Wu, Sheng-Yao, et al.
Published: (2024)
Efficient Quantum Convolutional Neural Networks for Image Classification: Overcoming Hardware Constraints
by: Röseler, Peter, et al.
Published: (2025)
by: Röseler, Peter, et al.
Published: (2025)
HQFNN: A Compact Quantum-Fuzzy Neural Network for Accurate Image Classification
by: Yao, Jianhong, et al.
Published: (2025)
by: Yao, Jianhong, et al.
Published: (2025)
VAE-QWGAN: Addressing Mode Collapse in Quantum GANs via Autoencoding Priors
by: Thomas, Aaron Mark, et al.
Published: (2024)
by: Thomas, Aaron Mark, et al.
Published: (2024)
MediQ-GAN: Quantum-Inspired GAN for High Resolution Medical Image Generation
by: Jiao, Qingyue, et al.
Published: (2025)
by: Jiao, Qingyue, et al.
Published: (2025)
Escaping Barren Plateaus in Variational Quantum Algorithms Using Negative Learning Rate in Quantum Internet of Things
by: Rahman, Ratun, et al.
Published: (2025)
by: Rahman, Ratun, et al.
Published: (2025)
Towards Real Unsupervised Anomaly Detection Via Confident Meta-Learning
by: Aqeel, Muhammad, et al.
Published: (2025)
by: Aqeel, Muhammad, et al.
Published: (2025)
CQ CNN: A Hybrid Classical Quantum Convolutional Neural Network for Alzheimer's Disease Detection Using Diffusion Generated and U Net Segmented 3D MRI
by: Islam, Mominul, et al.
Published: (2025)
by: Islam, Mominul, et al.
Published: (2025)
Towards Heterogeneous Quantum Federated Learning: Challenges and Solutions
by: Rahman, Ratun, et al.
Published: (2025)
by: Rahman, Ratun, et al.
Published: (2025)
Hyperspectral Trajectory Image for Multi-Month Trajectory Anomaly Detection
by: Rahman, Md Awsafur, et al.
Published: (2026)
by: Rahman, Md Awsafur, et al.
Published: (2026)
Electrical Load Forecasting in Smart Grid: A Personalized Federated Learning Approach
by: Rahman, Ratun, et al.
Published: (2024)
by: Rahman, Ratun, et al.
Published: (2024)
Let the Quantum Creep In: Designing Quantum Neural Network Models by Gradually Swapping Out Classical Components
by: Wang, Peiyong, et al.
Published: (2024)
by: Wang, Peiyong, et al.
Published: (2024)
Learning Shared Representations from Unpaired Data
by: Yacobi, Amitai, et al.
Published: (2025)
by: Yacobi, Amitai, et al.
Published: (2025)
Do We Really Need Quantum Machine Learning?: A Multidimensional Empirical Study
by: Vhaduri, Sudip, et al.
Published: (2026)
by: Vhaduri, Sudip, et al.
Published: (2026)
Quantum Hamiltonian Embedding of Images for Data Reuploading Classifiers
by: Wang, Peiyong, et al.
Published: (2024)
by: Wang, Peiyong, et al.
Published: (2024)
Stochastic Entanglement Configuration for Constructive Entanglement Topologies in Quantum Machine Learning with Application to Cardiac MRI
by: Mehrnia, Mehri, et al.
Published: (2025)
by: Mehrnia, Mehri, et al.
Published: (2025)
Enhancing Vietnamese VQA through Curriculum Learning on Raw and Augmented Text Representations
by: Nguyen, Khoi Anh, et al.
Published: (2025)
by: Nguyen, Khoi Anh, et al.
Published: (2025)
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray Classification
by: Chan, Skylar, et al.
Published: (2024)
by: Chan, Skylar, et al.
Published: (2024)
Enhancing VICReg: Random-Walk Pairing for Improved Generalization and Better Global Semantics Capturing
by: Simai, Idan, et al.
Published: (2025)
by: Simai, Idan, et al.
Published: (2025)
Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature Perturbation
by: Hermary, Romain, et al.
Published: (2025)
by: Hermary, Romain, et al.
Published: (2025)
Exploring the Practicality of Federated Learning: A Survey Towards the Communication Perspective
by: Le, Khiem, et al.
Published: (2024)
by: Le, Khiem, et al.
Published: (2024)
Consensus-based Distributed Quantum Kernel Learning for Speech Recognition
by: Chen, Kuan-Cheng, et al.
Published: (2024)
by: Chen, Kuan-Cheng, et al.
Published: (2024)
Hybrid Quantum Neural Networks for Enhanced Breast Cancer Thermographic Classification: A Novel Quantum-Classical Integration Approach
by: Syah, Riza Alaudin, et al.
Published: (2026)
by: Syah, Riza Alaudin, et al.
Published: (2026)
Similar Items
-
Tackling Heterogeneity in Quantum Federated Learning: An Integrated Sporadic-Personalized Approach
by: Rahman, Ratun, et al.
Published: (2026) -
Brain Tumor Detection in MRI Based on Federated Learning with YOLOv11
by: Monisha, Sheikh Moonwara Anjum, et al.
Published: (2025) -
Sporadic Federated Learning Approach in Quantum Environment to Tackle Quantum Noise
by: Rahman, Ratun, et al.
Published: (2025) -
SimQFL: A Quantum Federated Learning Simulator with Real-Time Visualization
by: Rahman, Ratun, et al.
Published: (2025) -
Probabilistic Federated Learning on Uncertain and Heterogeneous Data with Model Personalization
by: Rahman, Ratun, et al.
Published: (2026)