1,136 results on '"FEDERATED learning"'
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2. Fisher Calibration for Backdoor-Robust Heterogeneous Federated Learning
3. PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning
4. DecentNeRFs: Decentralized Neural Radiance Fields from Crowdsourced Images
5. FedHARM: Harmonizing Model Architectural Diversity in Federated Learning
6. Multilayered Asynchronous Consensus-Based Federated Learning (MACoFL)
7. Comparative Study of Federated Learning Algorithms Based on SPADE Agents
8. Federated Learning with Discriminative Naive Bayes Classifier
9. Federated Learning for Vietnamese SMS Spam Detection Using Pre-trained PhoBERT
10. Federated Neural Machine Translation Using Multi-agent Reinforcement Learning
11. Aggregation Strategy for Federated Machine Learning Algorithm
12. Towards More Efficient and Improved Federated Learning
13. Optimizing Federated Learning and Increasing Efficiency
14. FedeM: Federated Learning-Based Privacy-Preserving Record Matching
15. Federated Prompt Tuning: When is it Necessary?
16. Preserving Individual User’s Right to Be Forgotten in Enterprise-Level Federated Learning
17. Multi-party Collaborative Hate Speech Study on Social Media via Personalized Federated Learning
18. FedSD: Cross-Heterogeneous Federated Learning Based on Self-distillation
19. The Integration of Federated Learning Techniques in Predictive Aircraft Maintenance Using Cloud Services
20. A Variational Approach to Personalized Federated Learning and Its Improvement
21. P2FL: Privacy-Preserving Federated Learning Approach for Healthcare Informatics at the Edge
22. A Novel Integration of Federated Learning and LSTM for Synthetic Time Series Generation
23. Acute Pancreatitis Mortality Prediction with Federated Learning
24. Dynamic Staleness Control for Asynchronous Federated Learning in Decentralized Topology
25. CoR-FHD: Communication-Efficient and Robust Federated Hyperdimensional Computing for Activity Recognition
26. Federated Learning for Edge Heterogeneous Object Detection Algorithm
27. FedDAGC: Dynamic Adaptive Graph Coarsening for Federated Learning on Non-IID Graphs
28. Defending Against Poisoning Attacks in Federated Prototype Learning on Non-IID Data
29. FedMQ: Multi-grained Quantization for Heterogeneous Federated Learning
30. Federated Dynamic Graph Fusion Framework for Remaining Useful Life Prediction
31. Distributed and Personalized Federated Learning in Wireless Ad Hoc Networks
32. FedDCT: A Dynamic Cross-Tier Federated Learning Framework in Wireless Networks
33. FedDue: Optimizing Personalized Federated Learning Through Dynamic Update Classifier
34. Byzantine-Robust Federated Learning Based on Blockchain
35. Defense Strategy in Federated Learning: Unveiling Stealthy Threats and the Similarity Filter Solution
36. FedScale: A Federated Unlearning Method Mimicking Human Forgetting Processes
37. FedTSA: A Cluster-Based Two-Stage Aggregation Method for Model-Heterogeneous Federated Learning
38. Decentor: The Rise of Intelligent Edge Devices
39. FLGAN-IDS: Intrusion Detection Using GANs with Federated Learning
40. Local Reactivation for Communication Efficient Federated Learning Based on Sparse Gradient Deviation
41. Users Collaborative Computing for Hierarchical Federated Learning Based on Incentive Mechanism
42. Cloud Gaming Resource Management Platform Based on Edge Intelligence
43. Intrusion Detection at the IoT Edge Using Federated Learning
44. Design of Secure IoMT Networks Using a Federated Learning Approach
45. A New Distributed Approach to Leveraging AI for Sustainable Healthcare in Smart Cities
46. Secure Federated Distillation Framework for Encrypted Traffic Classification
47. Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents
48. FedMADE: Robust Federated Learning for Intrusion Detection in IoT Networks Using a Dynamic Aggregation Method
49. Quantum-Secured Collaborative Machine Learning: Facilitating Privacy-Protecting Quantum Federated Learning
50. Enhancing Transparency and Privacy in Financial Fraud Detection: The Integration of Explainable AI and Federated Learning
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