Federated Learning for Early Dropout Prediction on Healthy Ageing Applications Sep 8, 2023 Federated Learning
— Unverified Privacy Preserving Federated Learning with Convolutional Variational Bottlenecks Sep 8, 2023 Federated Learning image-classification
— Unverified On the dynamics of multi agent nonlinear filtering and learning Sep 7, 2023 Federated Learning
— Unverified Byzantine-Robust Federated Learning with Variance Reduction and Differential Privacy Sep 7, 2023 Federated Learning
— Unverified Enabling Intelligent Vehicular Networks Through Distributed Learning in the Non-Terrestrial Networks 6G Vision Sep 7, 2023 Edge-computing Federated Learning
— Unverified Privacy-preserving Continual Federated Clustering via Adaptive Resonance Theory Sep 7, 2023 Clustering Continual Learning
Code Code Available Sparse Federated Training of Object Detection in the Internet of Vehicles Sep 7, 2023 Federated Learning Object
— Unverified EdgeFL: A Lightweight Decentralized Federated Learning Framework Sep 6, 2023 Federated Learning
— Unverified Federated Learning Over Images: Vertical Decompositions and Pre-Trained Backbones Are Difficult to Beat Sep 6, 2023 Classification Federated Learning
— Unverified Distributionally Robust Learning for Multi-source Unsupervised Domain Adaptation Sep 5, 2023 Domain Adaptation Federated Learning
Code Code Available Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing Sep 5, 2023 Deep Reinforcement Learning Edge-computing
— Unverified Adaptive Model Pruning and Personalization for Federated Learning over Wireless Networks Sep 4, 2023 Federated Learning
— Unverified Composite federated learning with heterogeneous data Sep 4, 2023 Federated Learning
— Unverified Communication-Efficient Design of Learning System for Energy Demand Forecasting of Electrical Vehicles Sep 4, 2023 Demand Forecasting Federated Learning
Code Code Available DRAG: Divergence-based Adaptive Aggregation in Federated learning on Non-IID Data Sep 4, 2023 Federated Learning
— Unverified Federated cINN Clustering for Accurate Clustered Federated Learning Sep 4, 2023 Clustering Federated Learning
— Unverified Secure and Efficient Federated Learning in LEO Constellations using Decentralized Key Generation and On-Orbit Model Aggregation Sep 4, 2023 Federated Learning Privacy Preserving
— Unverified FedFwd: Federated Learning without Backpropagation Sep 3, 2023 Federated Learning
— Unverified Federated Few-shot Learning for Cough Classification with Edge Devices Sep 3, 2023 Cough Classification Federated Learning
Code Code Available A Comparative Evaluation of FedAvg and Per-FedAvg Algorithms for Dirichlet Distributed Heterogeneous Data Sep 3, 2023 Federated Learning
— Unverified Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning Sep 3, 2023 Continual Learning Federated Learning
— Unverified Equitable-FL: Federated Learning with Sparsity for Resource-Constrained Environment Sep 2, 2023 Federated Learning
— Unverified FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning Sep 1, 2023 Benchmarking Federated Learning
— Unverified Advancing Personalized Federated Learning: Group Privacy, Fairness, and Beyond Sep 1, 2023 Fairness Federated Learning
— Unverified Leveraging Learning Metrics for Improved Federated Learning Sep 1, 2023 Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
— Unverified Federated Learning in UAV-Enhanced Networks: Joint Coverage and Convergence Time Optimization Aug 31, 2023 Federated Learning
— Unverified FTA: Stealthy and Adaptive Backdoor Attack with Flexible Triggers on Federated Learning Aug 31, 2023 Backdoor Attack Federated Learning
— Unverified Improving Multiple Sclerosis Lesion Segmentation Across Clinical Sites: A Federated Learning Approach with Noise-Resilient Training Aug 31, 2023 Federated Learning Lesion Segmentation
— Unverified Robust Networked Federated Learning for Localization Aug 31, 2023 Computational Efficiency Federated Learning
— Unverified FedDD: Toward Communication-efficient Federated Learning with Differential Parameter Dropout Aug 31, 2023 Federated Learning
— Unverified Communication-Efficient Decentralized Federated Learning via One-Bit Compressive Sensing Aug 31, 2023 Compressive Sensing Computational Efficiency
— Unverified Learning Driver Models for Automated Vehicles via Knowledge Sharing and Personalization Aug 31, 2023 Federated Learning Management
— Unverified Federated Two Stage Decoupling With Adaptive Personalization Layers Aug 30, 2023 Clustering Federated Learning
Code Code Available FedCiR: Client-Invariant Representation Learning for Federated Non-IID Features Aug 30, 2023 Federated Learning Representation Learning
— Unverified Efficient Model Personalization in Federated Learning via Client-Specific Prompt Generation Aug 29, 2023 Federated Learning
— Unverified Federated Neuro-Symbolic Learning Aug 29, 2023 Bilevel Optimization Federated Learning
— Unverified Adversarial Predictions of Data Distributions Across Federated Internet-of-Things Devices Aug 28, 2023 Federated Learning
— Unverified Generalizable Learning Reconstruction for Accelerating MR Imaging via Federated Neural Architecture Search Aug 27, 2023 Efficient Neural Network Fairness
Code Code Available Revolutionizing Disease Diagnosis: A Microservices-Based Architecture for Privacy-Preserving and Efficient IoT Data Analytics Using Federated Learning Aug 27, 2023 Distributed Computing Federated Learning
— Unverified Uncovering Promises and Challenges of Federated Learning to Detect Cardiovascular Diseases: A Scoping Literature Review Aug 26, 2023 Federated Learning Survey
— Unverified Effectively Heterogeneous Federated Learning: A Pairing and Split Learning Based Approach Aug 26, 2023 Federated Learning Privacy Preserving
— Unverified FAM: fast adaptive federated meta-learning Aug 26, 2023 Federated Learning Meta-Learning
— Unverified Price-Discrimination Game for Distributed Resource Management in Federated Learning Aug 26, 2023 Federated Learning Management
— Unverified Heterogeneous Federated Learning via Personalized Generative Networks Aug 25, 2023 Federated Learning Transfer Learning
— Unverified REFT: Resource-Efficient Federated Training Framework for Heterogeneous and Resource-Constrained Environments Aug 25, 2023 Federated Learning image-classification
— Unverified Federated Learning in IoT: a Survey from a Resource-Constrained Perspective Aug 25, 2023 Decision Making Federated Learning
— Unverified DAG-ACFL: Asynchronous Clustered Federated Learning based on DAG-DLT Aug 25, 2023 Change Point Detection Federated Learning
— Unverified Federated Causal Inference from Observational Data Aug 24, 2023 Causal Inference Federated Learning
Code Code Available LR-XFL: Logical Reasoning-based Explainable Federated Learning Aug 24, 2023 Federated Learning Logical Reasoning
Code Code Available A Huber Loss Minimization Approach to Byzantine Robust Federated Learning Aug 24, 2023 Federated Learning
— Unverified 