federated-learning

Documents about federated-learning

• DART-FL: Burst-Aware Multitask Federated Learning under Dynamic Inference Demand at the Edge#779635arXiv (OAI Expanded)
• DART-FL: Burst-Aware Multitask Federated Learning under Dynamic Inference Demand at the Edge#781010arXiv (All)
• Ampere: Communication-Efficient and High-Accuracy Split Federated Learning#783474arXiv (OAI Expanded)
• Ampere: Communication-Efficient and High-Accuracy Split Federated Learning#785064arXiv (All)
• PLayer-FL: A Principled Approach to Personalized Layer-wise Cross-Silo Federated Learning.#785547NCBI PubMed Central
• Quantum Federated Learning Based on Bures--Uhlmann Geometry for Heterogeneous Noisy Clients#788391arXiv (OAI Expanded)
• Quantum Federated Learning Based on Bures--Uhlmann Geometry for Heterogeneous Noisy Clients#792391arXiv (All)
• RegionFed: Federated Learning for Personalized Query Understanding in Heterogeneous Retail Environments#972328arXiv (All)
• FANS: Federated Adaptive Network Search Learning for Heterogeneous Devices#973712arXiv (All)
• Information-Theoretically Secure Aggregation for Lightweight Federated Learning: Resilient to Dropouts and Adversaries#987757arXiv (All)
• HybridFLow: SDN-Orchestrated Client Partitioning for Hybrid Federated Learning#997289arXiv (All)
• FedPGT: Progressive Gradient Transmission for Vehicular Federated Learning over Time-Varying Channels#1011789arXiv (All)
• FedGuide: Diffusion Prior Alignment and Value Baseline Guidance for Heterogeneous Federated Reinforcement Learning#1013120arXiv (All)
• Federated Learning Framework for Privacy-Preserving Kidney Stone Detection#1014328arXiv (All)
• A Bayesian Vertical Federated Learning Framework for Multivariate Reduced-Rank High-Dimensional Regression#1037337arXiv (All)
• Federated retrieval-augmented generation for cybersecurity in resource-constrained IoT and edge environments: A deployment-oriented scoping review#260630Research Online
• Exploiting Correlations in Federated Learning: Opportunities and Practical Limitations#18985arXiv CS
• An energy-efficient decentralized federated learning framework for mobile-IoT networks#80602PhilArchive
• Potentials and Pitfalls of Applying Federated Learning in Hardware Assurance#123968arXiv CS
• Federated Learning for Early Prediction of EV Charging Demand#158564arXiv CS
• Privacy-Preserving in Blockchain-based Federated Learning Systems#177254Semantic Scholar
• Maintaining Privacy in Face Recognition Using Federated Learning Method#177261Semantic Scholar
• Belt and Braces: When Federated Learning Meets Differential Privacy#177266Semantic Scholar
• A Hybrid Approach to Privacy-Preserving Federated Learning#177268Semantic Scholar
• Privacy-preserving Cross-domain Recommendation with Federated Graph Learning#177274Semantic Scholar
• Federated Learning of Gboard Language Models with Differential Privacy#177277Semantic Scholar
• Fairness and Privacy-Preserving in Federated Learning: A Survey#177278Semantic Scholar
• Deep Federated Learning-Based Privacy-Preserving Wind Power Forecasting#177293Semantic Scholar
• Privacy-preserving quantum federated learning via gradient hiding#177307Semantic Scholar
• DisAgg: Distributed Aggregators for Efficient Secure Aggregation in Federated Learning#180572arXiv CS
• Joint compression and deadline optimization for wireless federated learning#224335Enlighten Publications
• Totoro$^+$: An Adaptive and Scalable Edge Federated Learning System#229472arXiv CS
• Q-ANCHOR: Federated Quantum Learning with ZNE-guided Correction#238561arXiv CS
• IntraShuffler: A Privacy Preserving Framework for Heterogeneous DP Federated Learning#246414arXiv CS
• The Capacity of Information-Theoretic Secure Aggregation in Federated Learning#266113arXiv CS
• Towards Serverless Semi-Decentralized Federated Learning with Heterogeneous Optimizers#266140arXiv CS
• Edge-Assisted Detection and Mitigation of Label-Flipping Attacks in Federated Learning Systems#280689KFUPM ePrints
• Privacy-preserving patient clustering for personalized federated learning#303026Semantic Scholar
• Blockchain-based Federated Learning for Decentralized Energy Management Systems#328651Semantic Scholar
• TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning#341905Semantic Scholar
• Securing Autonomous Vehicle Systems via Twin-Aware Federated Reinforcement Learning#352993arXiv CS
• Secure Decentralized Federated Learning via Gossip and Virtual Voting#353024arXiv CS
• Federated Learning for Cyber Physical Systems: A Comprehensive Survey#356129Semantic Scholar
• FL-SMPC++: A robust framework for privacy-preserving federated learning#364028HAL (France)
• Adaptive Data Admission and Retention for Streaming Federated Learning#405589arXiv CS
• Model-Consistent Byzantine-Resilient Decentralized Federated Learning for Collaborative Missions#482075arXiv CS
• Federated Learning on the American Science Cloud using APPFL#632814arXiv CS
• BLEND blockchain and federated learning enabled data sharing network.#636510NCBI PubMed Central
• Federated and differentially private estimation of KL divergence#650575arXiv (OAI Expanded)
• Federated and differentially private estimation of KL divergence#652028arXiv (All)