When Federated Learning meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection Aug 7, 2023 Federated Learning Privacy Preserving
— Unverified FLIPS: Federated Learning using Intelligent Participant Selection Aug 7, 2023 Clustering Federated Learning
— Unverified Serverless Federated AUPRC Optimization for Multi-Party Collaborative Imbalanced Data Mining Aug 6, 2023 Federated Learning Stochastic Optimization
Code Code Available Private Federated Learning with Dynamic Power Control via Non-Coherent Over-the-Air Computation Aug 5, 2023 Federated Learning
— Unverified Scaling Survival Analysis in Healthcare with Federated Survival Forests: A Comparative Study on Heart Failure and Breast Cancer Genomics Aug 4, 2023 Federated Learning Survival Analysis
— Unverified Label Inference Attacks against Node-level Vertical Federated GNNs Aug 4, 2023 Federated Learning Node Classification
— Unverified Federated Learning: Organizational Opportunities, Challenges, and Adoption Strategies Aug 4, 2023 Federated Learning
— Unverified SureFED: Robust Federated Learning via Uncertainty-Aware Inward and Outward Inspection Aug 4, 2023 Federated Learning image-classification
— Unverified Analysis and Optimization of Wireless Federated Learning with Data Heterogeneity Aug 4, 2023 Federated Learning Scheduling
— Unverified Federated Representation Learning for Automatic Speech Recognition Aug 3, 2023 Automatic Speech Recognition Federated Learning
— Unverified Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity Aug 3, 2023 CPU Federated Learning
— Unverified Dynamic Privacy Allocation for Locally Differentially Private Federated Learning with Composite Objectives Aug 2, 2023 Federated Learning
— Unverified Compressed and distributed least-squares regression: convergence rates with applications to Federated Learning Aug 2, 2023 Federated Learning regression
— Unverified AQUILA: Communication Efficient Federated Learning with Adaptive Quantization in Device Selection Strategy Aug 1, 2023 Federated Learning Privacy Preserving
— Unverified Asynchronous Federated Learning with Bidirectional Quantized Communications and Buffered Aggregation Aug 1, 2023 Federated Learning Quantization
— Unverified Revolutionizing Wireless Networks with Federated Learning: A Comprehensive Review Aug 1, 2023 Federated Learning Scheduling
— Unverified Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation Aug 1, 2023 Benchmarking Brain Tumor Segmentation
— Unverified Data Collaboration Analysis applied to Compound Datasets and the Introduction of Projection data to Non-IID settings Aug 1, 2023 Federated Learning
— Unverified Federated Learning for Data and Model Heterogeneity in Medical Imaging Jul 31, 2023 Federated Learning Knowledge Distillation
— Unverified Efficient Federated Learning via Local Adaptive Amended Optimizer with Linear Speedup Jul 30, 2023 Federated Learning
— Unverified Shuffled Differentially Private Federated Learning for Time Series Data Analytics Jul 30, 2023 Activity Recognition Federated Learning
— Unverified Proof-of-Federated-Learning-Subchain: Free Partner Selection Subchain Based on Federated Learning Jul 30, 2023 Deep Learning Federated Learning
— Unverified UPFL: Unsupervised Personalized Federated Learning towards New Clients Jul 29, 2023 Federated Learning Knowledge Distillation
Code Code Available Blockchain-empowered Federated Learning for Healthcare Metaverses: User-centric Incentive Mechanism with Optimal Data Freshness Jul 29, 2023 Decision Making Federated Learning
— Unverified SemiSFL: Split Federated Learning on Unlabeled and Non-IID Data Jul 29, 2023 Clustering Federated Learning
Code Code Available The Applicability of Federated Learning to Official Statistics Jul 28, 2023 Federated Learning
— Unverified Samplable Anonymous Aggregation for Private Federated Data Analysis Jul 27, 2023 Federated Learning
— Unverified Brain Age Estimation Using Structural MRI: A Clustered Federated Learning Approach Jul 27, 2023 Age Estimation Federated Learning
Code Code Available HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning Jul 26, 2023 Federated Learning
— Unverified Flexible Differentially Private Vertical Federated Learning with Adaptive Feature Embeddings Jul 26, 2023 Federated Learning Vertical Federated Learning
— Unverified Take Your Pick: Enabling Effective Personalized Federated Learning within Low-dimensional Feature Space Jul 26, 2023 Federated Learning Personalized Federated Learning
— Unverified EdgeConvEns: Convolutional Ensemble Learning for Edge Intelligence Jul 25, 2023 Ensemble Learning Federated Learning
— Unverified Mitigating Cross-client GANs-based Attack in Federated Learning Jul 25, 2023 Data-free Knowledge Distillation Federated Learning
— Unverified FedDRL: A Trustworthy Federated Learning Model Fusion Method Based on Staged Reinforcement Learning Jul 25, 2023 Federated Learning
— Unverified Scaff-PD: Communication Efficient Fair and Robust Federated Learning Jul 25, 2023 Fairness Federated Learning
— Unverified FedMEKT: Distillation-based Embedding Knowledge Transfer for Multimodal Federated Learning Jul 25, 2023 Activity Recognition Federated Learning
— Unverified SplitFed resilience to packet loss: Where to split, that is the question Jul 25, 2023 Federated Learning
— Unverified Blockchain-based Optimized Client Selection and Privacy Preserved Framework for Federated Learning Jul 25, 2023 Federated Learning
— Unverified Towards Bridging the FL Performance-Explainability Trade-Off: A Trustworthy 6G RAN Slicing Use-Case Jul 24, 2023 Decision Making Explainable Artificial Intelligence (XAI)
— Unverified ProtoFL: Unsupervised Federated Learning via Prototypical Distillation Jul 23, 2023 Federated Learning One-Class Classification
— Unverified Security and Privacy Issues of Federated Learning Jul 22, 2023 Federated Learning Generative Adversarial Network
— Unverified CorrFL: Correlation-Based Neural Network Architecture for Unavailability Concerns in a Heterogeneous IoT Environment Jul 22, 2023 Federated Learning
Code Code Available MAS: Towards Resource-Efficient Federated Multiple-Task Learning Jul 21, 2023 All Federated Learning
— Unverified Project Florida: Federated Learning Made Easy Jul 21, 2023 Federated Learning Management
— Unverified FedAutoMRI: Federated Neural Architecture Search for MR Image Reconstruction Jul 21, 2023 Federated Learning Image Reconstruction
— Unverified Zero-touch realization of Pervasive Artificial Intelligence-as-a-service in 6G networks Jul 21, 2023 Federated Learning
— Unverified Demystifying Local and Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition Jul 21, 2023 Fairness Federated Learning
Code Code Available Training Latency Minimization for Model-Splitting Allowed Federated Edge Learning Jul 21, 2023 Edge-computing Federated Learning
— Unverified Private Federated Learning with Autotuned Compression Jul 20, 2023 Federated Learning
— Unverified A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency Jul 20, 2023 Federated Learning Privacy Preserving
— Unverified 