federated-learning

Documents about federated-learning

• Communication-efficient personalization in federated learning for edge devices#964153ISUDR
• Green Federated Learning: A New Era of Green Aware AI#644260IRIS
• Federated Learning for IoT Intrusion Detection#20524DOAJ
• Bias in Federated Learning: A Comprehensive Survey#156445HAL (France)
• Lightweight Federated Learning for Efficient Network Intrusion Detection#20597DOAJ
• Covariances for Free: Exploiting Mean Distributions for Training-free Federated Learning#677804IRIS
• SecureBoost: A Lossless Federated Learning Framework#434596OpenAlex
• Trustful AI through fair and privacy-preserving federated machine learning#391862HAL (France)
• Efficient Privacy-Preserving Federated Learning with Sensitivity-Based Selective Homomorphic Encryption#431809S-Space: Seoul National University
• Lowering barriers to federated learning: collaboration management and provenance#442157Dbt
• Personalized Cross-Silo Federated Learning on Non-IID Data#348502OpenAlex
• Privacy-preserving machine learning: a review of federated learning techniques and applications#964892OpenAlex
• Federated learning for malware detection in IoT devices#291942Infoscience
• Towards Personalized Federated Learning#964731OpenAlex
• Federated Martingale Posterior Samping#200513arXiv CS
• Dataset Dictionary Learning in a Wasserstein Space for Federated Domain Adaptation#354122HAL (France)
• Site-Aware federated learning via embedding and resampling with electrocardiograms#359173ULRR
• Empowering federated learning for robust compound-protein interaction prediction across heterogeneous cross-pharma domains#625625Kyoto University Research Information Repository
• Empowering federated learning for robust compound-protein interaction prediction across heterogeneous cross-pharma domains#625648Kyoto University Research Information Repository
• 11.2. Federated Learning Principles#1984NCBI Bookshelf
• The future of digital health with federated learning#155957OpenAlex
• Automating aggregation strategy selection in federated learning#2627arXiv CS
• FedReLa: Imbalanced Federated Learning via Re-Labeling#307006arXiv CS
• Efficient Resource Optimization for Split Federated Learning#463228arXiv CS
• DATA PRIVACY-AWARE MACHINE LEARNING AND FEDERATED LEARNING: A FRAMEWORK FOR DATA SECURITY#404580OpenAlex
• Federated Learning: The Pioneering Distributed Machine Learning and Privacy-Preserving Data Technology#781755OpenAlex
• FedLTN-CubeSat: Neuro-Symbolic Federated Learning for Intrusion Detection in LEO CubeSat Constellations#20523DOAJ
• Improvement of Federated Learning Models for E-health#291851HAL (France)
• Toward Understanding Generalization and Stability Gaps Between Centralized and Decentralized Federated Learning#374017DR-NTU (Digital Repository of NTU)
• FedTCS: Federated Learning with Time-based Client Selection to Optimize Edge Resources#644327IRIS
• Federated recommender systems based on deep learning: The experimental comparisons of deep learning algorithms and federated learning aggregation strategies.#489648DBLP
• Federated Multiagent Deep Reinforcement Learning for Intelligent IoT Wireless Communications: Overview and Challenges#1000770HAL (France)
• FedSPDnet: Geometry-Aware Federated Deep Learning with SPDnet#134557arXiv CS
• Fairness-Aware Federated Learning with Trajectory Shapley Value#238593arXiv CS
• Federated Learning for Feature Generalization with Convex Constraints#271857arXiv CS
• Optimizing Byzantine Node Placement in Decentralized Federated Learning#627684arXiv CS
• Distributionally Robust Federated Learning with Multi-Source Data#978438arXiv CS
• FL‐ADS: Federated learning anomaly detection system for distributed energy resource networks#20515DOAJ
• pFedCal: Lightweight Personalized Federated Learning With Adaptive Calibration Strategy#374021DR-NTU (Digital Repository of NTU)
• MetaCS-FL: A Metaheuristic-Based Framework for Client Selection in Federated Learning Systems#374362HAL (France)
• Global Federated Learning Strategies for Building Efficient Personalized Models#611057arXiv (OAI Expanded)
• Global Federated Learning Strategies for Building Efficient Personalized Models#612534arXiv (All)
• Decentralized Federated Learning by Partial Message Exchange#617475arXiv (OAI Expanded)
• Decentralized Federated Learning by Partial Message Exchange#617975arXiv (All)
• Federated Learning: Privacy-Preserving Machine Learning in Cloud Environments#686892Semantic Scholar
• A Nesterov-Accelerated Byzantine-Robust Federated Learning#925842arXiv (All)
• Self-Adaptive Federated Meta-Learning Framework for Hybrid Renewable Microgrid Orchestration under High Renewable Penetration#144808Zenodo (CERN)
• Federated Learning Models for Privacy-Preserving Medical Image Analysis#215781OpenAlex
• Lifecycle-Aware Federated Continual Learning in Mobile Autonomous Systems#124047arXiv CS
• Subspace Optimization for Efficient Federated Learning under Heterogeneous Data#141497arXiv CS

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