Data Similarity-Based One-Shot Clustering for Multi-Task Hierarchical Federated Learning Oct 3, 2024 Clustering Federated Learning
— Unverified 0Federated Learning in Wireless Networks via Over-the-Air Computations May 8, 2023 Federated Learning
— Unverified 0Federated Learning is Better with Non-Homomorphic Encryption Dec 4, 2023 Federated Learning Privacy Preserving
— Unverified 0Federated Learning: Issues in Medical Application Sep 1, 2021 Federated Learning Management
— Unverified 0Communication-Efficient Federated Learning via Optimal Client Sampling Jul 30, 2020 Federated Learning Language Modeling
— Unverified 0Federated Learning Meets Fluid Antenna: Towards Robust and Scalable Edge Intelligence Mar 4, 2025 Diversity Federated Learning
— Unverified 0Artificial Intelligence in Pediatric Echocardiography: Exploring Challenges, Opportunities, and Clinical Applications with Explainable AI and Federated Learning Nov 15, 2024 Decision Making Diagnostic
— Unverified 0Federated Learning Method for Preserving Privacy in Face Recognition System Mar 8, 2024 Face Recognition Federated Learning
— Unverified 0Federated Learning -- Methods, Applications and beyond Dec 22, 2022 Federated Learning Transfer Learning
— Unverified 0Federated learning model for predicting major postoperative complications Apr 9, 2024 Federated Learning model
— Unverified 0Federated Learning with Dynamic Client Arrival and Departure: Convergence and Rapid Adaptation via Initial Model Construction Oct 8, 2024 Federated Learning
— Unverified 0Federated Learning of a Mixture of Global and Local Models Feb 10, 2020 Federated Learning
— Unverified 0DBFed: Debiasing Federated Learning Framework based on Domain-Independent Jul 10, 2023 Fairness Federated Learning
— Unverified 0FedControl: When Control Theory Meets Federated Learning May 27, 2022 Federated Learning
— Unverified 0Communication Efficient Federated Learning over Multiple Access Channels Jan 23, 2020 Federated Learning Informativeness
— Unverified 0Communication-Efficient Federated Group Distributionally Robust Optimization Oct 8, 2024 Federated Learning
— Unverified 0FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants Dec 18, 2023 Federated Learning Privacy Preserving
— Unverified 0D-Cliques: Compensating for Data Heterogeneity with Topology in Decentralized Federated Learning Apr 15, 2021 Federated Learning
— Unverified 0DEAL: Decremental Energy-Aware Learning in a Federated System Feb 5, 2021 energy management Federated Learning
— Unverified 0A Unified Knowledge Distillation Framework for Deep Directed Graphical Models Sep 29, 2021 Continual Learning Federated Learning
— Unverified 0Federated Learning of Molecular Properties with Graph Neural Networks in a Heterogeneous Setting Sep 15, 2021 Federated Learning
— Unverified 0Federated Learning of N-gram Language Models Oct 8, 2019 Federated Learning Language Modelling
— Unverified 0Federated Learning Of Out-Of-Vocabulary Words Mar 26, 2019 Federated Learning
— Unverified 0Federated Learning of Shareable Bases for Personalization-Friendly Image Classification Apr 16, 2023 Federated Learning image-classification
— Unverified 0DearFSAC: An Approach to Optimizing Unreliable Federated Learning via Deep Reinforcement Learning Jan 30, 2022 Deep Reinforcement Learning Federated Learning
— Unverified 0Federated Learning of User Authentication Models Jul 9, 2020 Federated Learning Privacy Preserving
— Unverified 0Federated Learning of User Verification Models Without Sharing Embeddings Apr 18, 2021 Federated Learning
— Unverified 0Federated Learning on Adaptively Weighted Nodes by Bilevel Optimization Jul 21, 2022 Bilevel Optimization Federated Learning
— Unverified 0Federated Learning on Edge Sensing Devices: A Review Nov 2, 2023 Federated Learning
— Unverified 0Artificial Intelligence for Personalized Prediction of Alzheimer's Disease Progression: A Survey of Methods, Data Challenges, and Future Directions Apr 29, 2025 Causal Inference Federated Learning
— Unverified 0Adaptive Self-Distillation for Minimizing Client Drift in Heterogeneous Federated Learning May 31, 2023 Federated Learning
— Unverified 0AI Models Close to your Chest: Robust Federated Learning Strategies for Multi-site CT Mar 23, 2023 Federated Learning
— Unverified 0Federated Learning on Non-IID Data: A Survey Jun 12, 2021 BIG-bench Machine Learning Federated Learning
— Unverified 0A Federated F-score Based Ensemble Model for Automatic Rule Extraction Jul 7, 2020 Federated Learning Marketing
— Unverified 0Federated Learning on Non-iid Data via Local and Global Distillation Jun 26, 2023 Federated Learning Knowledge Distillation
— Unverified 0Federated Learning with Dynamic Transformer for Text to Speech Jul 9, 2021 Federated Learning text-to-speech
— Unverified 0Decentralised Resource Sharing in TinyML: Wireless Bilayer Gossip Parallel SGD for Collaborative Learning Jan 8, 2025 Federated Learning Privacy Preserving
— Unverified 0Federated Learning on Riemannian Manifolds Jun 12, 2022 Federated Learning
— Unverified 0FedComm: Federated Learning as a Medium for Covert Communication Jan 21, 2022 Federated Learning
— Unverified 0Federated Learning on the Road: Autonomous Controller Design for Connected and Autonomous Vehicles Feb 5, 2021 Autonomous Vehicles Federated Learning
— Unverified 0Federated Learning in Genetics: Extended Analysis of Accuracy, Performance and Privacy Trade-offs Feb 22, 2024 Federated Learning Prognosis
— Unverified 0Artificial Intelligence Driven UAV-NOMA-MEC in Next Generation Wireless Networks Jan 27, 2021 Edge-computing Federated Learning
— Unverified 0Federated Learning: Opportunities and Challenges Jan 14, 2021 BIG-bench Machine Learning Federated Learning
— Unverified 0Federated Learning Optimization: A Comparative Study of Data and Model Exchange Strategies in Dynamic Networks Jun 16, 2024 Federated Learning Transfer Learning
— Unverified 0Federated Learning: Organizational Opportunities, Challenges, and Adoption Strategies Aug 4, 2023 Federated Learning
— Unverified 0Federated learning-outcome prediction with multi-layer privacy protection Dec 25, 2023 Federated Learning
— Unverified 0FedComLoc: Communication-Efficient Distributed Training of Sparse and Quantized Models Mar 14, 2024 Federated Learning Quantization
— Unverified 0FedCom: A Byzantine-Robust Local Model Aggregation Rule Using Data Commitment for Federated Learning Apr 16, 2021 Data Poisoning Federated Learning
— Unverified 0Federated Learning over Coupled Graphs Jan 26, 2023 Federated Learning Node Classification
— Unverified 0Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation Mar 18, 2019 Federated Learning
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