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— Unverified 0 A Novel Neural Network-Based Federated Learning System for Imbalanced and Non-IID Data Nov 16, 2023 Edge-computing Federated Learning
— Unverified 0 A novel parameter decoupling approach of personalized federated learning for image analysis May 15, 2023 Federated Learning Personalized Federated Learning
— Unverified 0 A Novel Pearson Correlation-Based Merging Algorithm for Robust Distributed Machine Learning with Heterogeneous Data Jan 19, 2025 Data Poisoning Federated Learning
— Unverified 0 A Novel Privacy-Preserved Recommender System Framework based on Federated Learning Nov 11, 2020 Federated Learning Recommendation Systems
— Unverified 0 An Overview of Federated Deep Learning Privacy Attacks and Defensive Strategies Apr 1, 2020 BIG-bench Machine Learning Federated Learning
— Unverified 0 Anti-Byzantine Attacks Enabled Vehicle Selection for Asynchronous Federated Learning in Vehicular Edge Computing Apr 12, 2024 Deep Reinforcement Learning Edge-computing
— Unverified 0 AnycostFL: Efficient On-Demand Federated Learning over Heterogeneous Edge Devices Jan 8, 2023 Federated Learning
— Unverified 0 A Parameter Aggregation Strategy on Personalized Federated Learning Nov 16, 2021 Edge-computing Federated Learning
— Unverified 0 A Payload Optimization Method for Federated Recommender Systems Jul 27, 2021 Federated Learning Recommendation Systems
— Unverified 0 A Peer-to-peer Federated Continual Learning Network for Improving CT Imaging from Multiple Institutions Jun 3, 2023 Computed Tomography (CT) Continual Learning
— Unverified 0 A Penalty-Based Method for Communication-Efficient Decentralized Bilevel Programming Nov 8, 2022 Bilevel Optimization Federated Learning
— Unverified 0 A Personalized Federated Learning Algorithm: an Application in Anomaly Detection Nov 4, 2021 Anomaly Detection Federated Learning
— Unverified 0 A Phone-based Distributed Ambient Temperature Measurement System with An Efficient Label-free Automated Training Strategy Apr 16, 2024 Federated Learning Meta-Learning
— Unverified 0 Apodotiko: Enabling Efficient Serverless Federated Learning in Heterogeneous Environments Apr 22, 2024 CPU Federated Learning
— Unverified 0 A Post-Processing-Based Fair Federated Learning Framework Jan 25, 2025 Fairness Federated Learning
— Unverified 0 APPFLChain: A Privacy Protection Distributed Artificial-Intelligence Architecture Based on Federated Learning and Consortium Blockchain Jun 26, 2022 Decision Making Federated Learning
— Unverified 0 Application of federated learning in manufacturing Aug 9, 2022 Federated Learning
— Unverified 0 Application of Federated Learning in Building a Robust COVID-19 Chest X-ray Classification Model Apr 22, 2022 Binary Classification Federated Learning
— Unverified 0 Application of federated learning techniques for arrhythmia classification using 12-lead ECG signals Aug 23, 2022 Decision Making Electrocardiography (ECG)
— Unverified 0 Application of Homomorphic Encryption in Medical Imaging Oct 12, 2021 Federated Learning
— Unverified 0 Applications of Federated Learning in IoT for Hyper Personalisation Sep 28, 2023 Federated Learning
— Unverified 0 Applied Federated Learning: Architectural Design for Robust and Efficient Learning in Privacy Aware Settings Jun 2, 2022 BIG-bench Machine Learning Federated Learning
— Unverified 0 Applied Federated Model Personalisation in the Industrial Domain: A Comparative Study Sep 10, 2024 Active Learning Federated Learning
— Unverified 0 Approximate and Weighted Data Reconstruction Attack in Federated Learning Aug 13, 2023 Bayesian Optimization Federated Learning
— Unverified 0 A Practical Cross-Device Federated Learning Framework over 5G Networks Apr 18, 2022 Autonomous Driving Federated Learning
— Unverified 0 APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers Dec 28, 2021 Federated Learning
— Unverified 0 A Primal-Dual Algorithm for Hybrid Federated Learning Oct 14, 2022 Federated Learning
— Unverified 0 A Principled Approach to Data Valuation for Federated Learning Sep 14, 2020 Data Summarization Data Valuation
— Unverified 0 A privacy-preserving, distributed and cooperative FCM-based learning approach for cancer research Feb 15, 2024 Federated Learning Privacy Preserving
— Unverified 0 A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis Feb 3, 2025 Contrastive Learning Disentanglement
— Unverified 0 A Privacy-Preserving Federated Learning Approach for Kernel methods Jun 5, 2023 Federated Learning Privacy Preserving
— Unverified 0 A Privacy-Preserving Framework for Advertising Personalization Incorporating Federated Learning and Differential Privacy Jul 16, 2025 Anomaly Detection Federated Learning
— Unverified 0 A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Jul 2, 2025 Federated Learning Indoor Localization
— Unverified 0 A Privacy Preserving System for Movie Recommendations Using Federated Learning Mar 7, 2023 Federated Learning Privacy Preserving
— Unverified 0 AquaFeL-PSO: A Monitoring System for Water Resources using Autonomous Surface Vehicles based on Multimodal PSO and Federated Learning Nov 28, 2022 Federated Learning
— Unverified 0 A Quality-of-Service Compliance System using Federated Learning and Optimistic Rollups Nov 14, 2023 Edge-computing Federated Learning
— Unverified 0 A Quantitative Metric for Privacy Leakage in Federated Learning Feb 24, 2021 Federated Learning Mutual Information Estimation
— Unverified 0 A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression Dec 1, 2019 Federated Learning regression
— Unverified 0 AQUILA: Communication Efficient Federated Learning with Adaptive Quantization in Device Selection Strategy Aug 1, 2023 Federated Learning Privacy Preserving
— Unverified 0 A Randomized Zeroth-Order Hierarchical Framework for Heterogeneous Federated Learning Apr 2, 2025 Federated Learning image-classification
— Unverified 0 Architectural Blueprint For Heterogeneity-Resilient Federated Learning Mar 7, 2024 Edge-computing Federated Learning
— Unverified 0 Architectural Patterns for the Design of Federated Learning Systems Jan 7, 2021 BIG-bench Machine Learning Federated Learning
— Unverified 0 Architecture Agnostic Federated Learning for Neural Networks Feb 15, 2022 Federated Learning
— Unverified 0 FedCM: A Real-time Contribution Measurement Method for Participants in Federated Learning Sep 8, 2020 Federated Learning
— Unverified 0 A Real-time Contribution Measurement Method for Participants in Federated Learning Sep 28, 2020 Federated Learning
— Unverified 0 A Reinforcement Learning-Based Approach to Graph Discovery in D2D-Enabled Federated Learning Aug 7, 2023 Federated Learning Reinforcement Learning (RL)
— Unverified 0 A Resource-Adaptive Approach for Federated Learning under Resource-Constrained Environments Jun 19, 2024 Diversity Fairness
— Unverified 0 A Review of Federated Learning in Energy Systems Aug 20, 2022 Federated Learning
— Unverified 0 A review of Federated Learning in Intrusion Detection Systems for IoT Apr 26, 2022 Federated Learning Intrusion Detection
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