Ed-Fed: A generic federated learning framework with resource-aware client selection for edge devices Jul 14, 2023 Automatic Speech Recognition Federated Learning
— Unverified 00 Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model Apr 11, 2023 Federated Learning
— Unverified 00 Brain Tumor Detection in MRI Based on Federated Learning with YOLOv11 Mar 6, 2025 Federated Learning
— Unverified 00 An Empirical Study of Efficiency and Privacy of Federated Learning Algorithms Dec 24, 2023 Federated Learning Privacy Preserving
— Unverified 00 Eavesdrop the Composition Proportion of Training Labels in Federated Learning Oct 14, 2019 Federated Learning Inference Attack
— Unverified 00 BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning May 16, 2019 Brain Segmentation Federated Learning
— Unverified 00 Brain Storm Optimization Based Swarm Learning for Diabetic Retinopathy Image Classification Apr 24, 2024 Federated Learning image-classification
— Unverified 00 A Comprehensive Empirical Study of Bugs in Open-Source Federated Learning Frameworks Aug 9, 2023 Federated Learning
— Unverified 00 Addressing modern and practical challenges in machine learning: A survey of online federated and transfer learning Feb 7, 2022 Federated Learning Survey
— Unverified 00 Achieving Security and Privacy in Federated Learning Systems: Survey, Research Challenges and Future Directions Dec 12, 2020 Federated Learning
— Unverified 00 Abnormal Client Behavior Detection in Federated Learning Oct 22, 2019 Anomaly Detection Federated Learning
— Unverified 00 Fed-KAN: Federated Learning with Kolmogorov-Arnold Networks for Traffic Prediction Feb 28, 2025 Federated Learning Kolmogorov-Arnold Networks
— Unverified 00 Algorithms for Collaborative Machine Learning under Statistical Heterogeneity Jul 31, 2024 Federated Learning Synthetic Data Generation
— Unverified 00 Federated Learning in Mobile Edge Networks: A Comprehensive Survey Sep 26, 2019 Edge-computing Federated Learning
— Unverified 00 Brain MRI Screening Tool with Federated Learning Nov 23, 2023 Federated Learning
— Unverified 00 E2FL: Equal and Equitable Federated Learning May 20, 2022 Fairness Federated Learning
— Unverified 00 An Empirical Evaluation of Federated Contextual Bandit Algorithms Mar 17, 2023 Federated Learning Multi-Armed Bandits
— Unverified 00 DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset Oct 20, 2023 Federated Learning Navigate
— Unverified 00 Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning Jun 25, 2024 Federated Learning image-classification
— Unverified 00 BPFISH: Blockchain and Privacy-preserving FL Inspired Smart Healthcare Jul 24, 2022 Federated Learning Privacy Preserving
— Unverified 00 Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning Mar 21, 2020 Federated Learning image-classification
— Unverified 00 Boosting with Multiple Sources Dec 1, 2021 Federated Learning
— Unverified 00 An Empirical Analysis of Federated Learning Models Subject to Label-Flipping Adversarial Attack Dec 24, 2024 Adversarial Attack Federated Learning
— Unverified 00 Dynamic Privacy Allocation for Locally Differentially Private Federated Learning with Composite Objectives Aug 2, 2023 Federated Learning
— Unverified 00 Dynamic Network-Assisted D2D-Aided Coded Distributed Learning Nov 26, 2021 Federated Learning
— Unverified 00 Boosting the Performance of Decentralized Federated Learning via Catalyst Acceleration Oct 9, 2024 Federated Learning
— Unverified 00 Dynamic Heterogeneous Federated Learning with Multi-Level Prototypes Dec 15, 2023 Federated Learning Privacy Preserving
— Unverified 00 Dynamic Gradient Aggregation for Federated Domain Adaptation Jun 14, 2021 Domain Adaptation Federated Learning
— Unverified 00 Adaptive Gradient Clipping for Robust Federated Learning May 23, 2024 ARC Federated Learning
— Unverified 00 Dynamic Fusion based Federated Learning for COVID-19 Detection Sep 22, 2020 BIG-bench Machine Learning Decision Making
— Unverified 00 Boosting multi-demographic federated learning for chest x-ray analysis using general-purpose self-supervised representations Apr 11, 2025 Federated Learning Medical Image Analysis
— Unverified 00 DynamicFL: Balancing Communication Dynamics and Client Manipulation for Federated Learning Jul 16, 2023 Federated Learning Scheduling
— Unverified 00 Boosting Federated Learning Convergence with Prototype Regularization Jul 20, 2023 Federated Learning
— Unverified 00 An Efficient Virtual Data Generation Method for Reducing Communication in Federated Learning Jun 21, 2023 Federated Learning
— Unverified 00 Addressing Heterogeneity in Federated Load Forecasting with Personalization Layers Apr 1, 2024 Federated Learning Load Forecasting
— Unverified 00 Achieving Personalized Federated Learning with Sparse Local Models Jan 27, 2022 Federated Learning Personalized Federated Learning
— Unverified 00 Dynamic Federated Learning-Based Economic Framework for Internet-of-Vehicles Jan 1, 2021 Federated Learning
— Unverified 00 Dynamic Federated Learning Feb 20, 2020 Federated Learning
— Unverified 00 Boosting Federated Domain Generalization: Understanding the Role of Advanced Pre-Trained Architectures Sep 20, 2024 Domain Generalization Federated Learning
— Unverified 00 Dynamic Fair Federated Learning Based on Reinforcement Learning Nov 2, 2023 Fairness Federated Learning
— Unverified 00 Dynamic Differential-Privacy Preserving SGD Oct 30, 2021 Federated Learning image-classification
— Unverified 00 Boosting Fairness and Robustness in Over-the-Air Federated Learning Mar 7, 2024 Fairness Federated Learning
— Unverified 00 An Efficient Industrial Federated Learning Framework for AIoT: A Face Recognition Application Jun 21, 2022 Face Recognition Federated Learning
— Unverified 00 Dynamic D2D-Assisted Federated Learning over O-RAN: Performance Analysis, MAC Scheduler, and Asymmetric User Selection Apr 9, 2024 Federated Learning
— Unverified 00 Dynamic Clustering in Federated Learning Dec 7, 2020 Clustering Federated Learning
— Unverified 00 Dynamic backdoor attacks against federated learning Nov 15, 2020 Adversarial Attack BIG-bench Machine Learning
— Unverified 00 Boost Decentralized Federated Learning in Vehicular Networks by Diversifying Data Sources Sep 5, 2022 Federated Learning
— Unverified 00 An Efficient Imbalance-Aware Federated Learning Approach for Wearable Healthcare with Autoregressive Ratio Observation Oct 23, 2023 Edge-computing Federated Learning
— Unverified 00 Dynamic Attention-based Communication-Efficient Federated Learning Aug 12, 2021 Federated Learning
— Unverified 00 BoBa: Boosting Backdoor Detection through Data Distribution Inference in Federated Learning Jul 12, 2024 Anomaly Detection Backdoor Attack
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