Biased Federated Learning under Wireless Heterogeneity Mar 8, 2025 Federated Learning
— Unverified 00 Analysing the Influence of Attack Configurations on the Reconstruction of Medical Images in Federated Learning Apr 25, 2022 Federated Learning
— Unverified 00 Distributed Learning on Heterogeneous Resource-Constrained Devices Jun 9, 2020 Federated Learning Reinforcement Learning (RL)
— Unverified 00 Distributed Learning Meets 6G: A Communication and Computing Perspective Mar 2, 2023 Edge-computing Federated Learning
— Unverified 00 BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models Jul 1, 2022 Federated Learning Privacy Preserving
— Unverified 00 Distributed Learning in Wireless Networks: Recent Progress and Future Challenges Apr 5, 2021 Decision Making Federated Learning
— Unverified 00 Distributed Learning in Heterogeneous Environment: federated learning with adaptive aggregation and computation reduction Feb 16, 2023 CPU Federated Learning
— Unverified 00 BF-Meta: Secure Blockchain-enhanced Privacy-preserving Federated Learning for Metaverse Oct 29, 2024 Federated Learning Privacy Preserving
— Unverified 00 Analog-digital Scheduling for Federated Learning: A Communication-Efficient Approach Feb 1, 2024 Federated Learning Quantization
— Unverified 00 Adaptive Transmission Scheduling in Wireless Networks for Asynchronous Federated Learning Mar 2, 2021 Federated Learning Scheduling
— Unverified 00 Achieving Fairness Across Local and Global Models in Federated Learning Jun 24, 2024 Fairness Federated Learning
— Unverified 00 A_Blockchain-Based_Decentralized_Federated_Learning_Framework_with_Committee_Consensus Jan 31, 2021 Federated Learning
— Unverified 00 FSSC: Federated Learning of Transformer Neural Networks for Semantic Image Communication Jul 31, 2024 Federated Learning Semantic Communication
— Unverified 00 Distributed Learning for Wi-Fi AP Load Prediction Apr 22, 2024 Federated Learning Knowledge Distillation
— Unverified 00 Distributed Learning for UAV Swarms Oct 21, 2024 Federated Learning
— Unverified 00 Distributed Learning for Time-varying Networks: A Scalable Design Jul 31, 2021 Federated Learning
— Unverified 00 Distributed Learning Approaches for Automated Chest X-Ray Diagnosis Oct 4, 2021 Federated Learning
— Unverified 00 Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients Jul 6, 2024 Federated Learning Privacy Preserving
— Unverified 00 An Agnostic Approach to Federated Learning with Class Imbalance Sep 29, 2021 Federated Learning
— Unverified 00 Distributed Fixed Point Methods with Compressed Iterates Dec 20, 2019 Federated Learning
— Unverified 00 Distributed Federated Learning for Vehicular Network Security: Anomaly Detection Benefits and Multi-Domain Attack Threats May 29, 2025 Anomaly Detection Autonomous Vehicles
— Unverified 00 Beyond Statistical Estimation: Differentially Private Individual Computation via Shuffling Jun 26, 2024 Combinatorial Optimization Federated Learning
— Unverified 00 Distributed Federated Learning-Based Deep Learning Model for Privacy MRI Brain Tumor Detection Apr 15, 2024 Diagnostic Federated Learning
— Unverified 00 Distributed Networked Learning with Correlated Data Oct 28, 2019 Federated Learning
— Unverified 00 Beyond Model Scale Limits: End-Edge-Cloud Federated Learning with Self-Rectified Knowledge Agglomeration Jan 1, 2025 Distributed Computing Federated Learning
— Unverified 00 An Aggregation-Free Federated Learning for Tackling Data Heterogeneity Apr 29, 2024 Federated Learning
— Unverified 00 An Accurate, Scalable and Verifiable Protocol for Federated Differentially Private Averaging Jun 12, 2020 Federated Learning
— Unverified 00 Distributed Deep Reinforcement Learning Based Gradient Quantization for Federated Learning Enabled Vehicle Edge Computing Jul 11, 2024 Deep Reinforcement Learning Edge-computing
— Unverified 00 Distributed Contrastive Learning for Medical Image Segmentation Aug 7, 2022 Contrastive Learning Federated Learning
— Unverified 00 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning Dec 3, 2018 Edge-computing Federated Learning
— Unverified 00 Distributed Continual Learning May 23, 2024 Continual Learning Federated Learning
— Unverified 00 Distributed, communication-efficient, and differentially private estimation of KL divergence Nov 25, 2024 Federated Learning
— Unverified 00 Beyond Gradients: Exploiting Adversarial Priors in Model Inversion Attacks Mar 1, 2022 Federated Learning
— Unverified 00 Distributed collaborative anomalous sound detection by embedding sharing Mar 25, 2024 Federated Learning
— Unverified 00 Beyond Gradient and Priors in Privacy Attacks: Leveraging Pooler Layer Inputs of Language Models in Federated Learning Dec 10, 2023 CoLA Federated Learning
— Unverified 00 An advanced data fabric architecture leveraging homomorphic encryption and federated learning Feb 15, 2024 Federated Learning Medical Image Analysis
— Unverified 00 Adaptive Social Metaverse Streaming based on Federated Multi-Agent Deep Reinforcement Learning Jun 19, 2025 Deep Reinforcement Learning Federated Learning
— Unverified 00 Distributed client selection with multi-objective in federated learning assisted Internet of Vehicles Jan 6, 2024 Federated Learning
— Unverified 00 Distributed Bayesian Estimation in Sensor Networks: Consensus on Marginal Densities Dec 2, 2023 Density Estimation Federated Learning
— Unverified 00 Beyond ADMM: A Unified Client-variance-reduced Adaptive Federated Learning Framework Dec 3, 2022 Federated Learning image-classification
— Unverified 00 DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems Dec 16, 2021 Federated Learning
— Unverified 00 DISTINQT: A Distributed Privacy Aware Learning Framework for QoS Prediction for Future Mobile and Wireless Networks Jan 15, 2024 Federated Learning Prediction
— Unverified 00 BEV-SGD: Best Effort Voting SGD for Analog Aggregation Based Federated Learning against Byzantine Attackers Oct 18, 2021 Edge-computing Federated Learning
— Unverified 00 An Adaptive Differential Privacy Method Based on Federated Learning Aug 13, 2024 Federated Learning
— Unverified 00 Distilling A Universal Expert from Clustered Federated Learning Jun 25, 2025 Federated Learning
— Unverified 00 Distilled One-Shot Federated Learning Sep 17, 2020 Dataset Distillation Federated Learning
— Unverified 00 Better Methods and Theory for Federated Learning: Compression, Client Selection and Heterogeneity Jul 1, 2022 BIG-bench Machine Learning Federated Learning
— Unverified 00 Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private Data Aug 14, 2020 Data Augmentation Federated Learning
— Unverified 00 Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction Dec 23, 2024 Federated Learning Knowledge Distillation
— Unverified 00 An Adaptive Clustering Scheme for Client Selections in Communication-Efficient Federated Learning Apr 11, 2025 Federated Learning Handwritten Digit Recognition
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