Federated Over-Air Subspace Tracking from Incomplete and Corrupted Data Feb 28, 2020 Federated Learning
Code Code Available 5 Federated Learning of Large Models at the Edge via Principal Sub-Model Training Aug 28, 2022 Federated Learning
Code Code Available 5 A Federated Random Forest Solution for Secure Distributed Machine Learning May 12, 2025 Federated Learning Incremental Learning
Code Code Available 5 A Survey on Group Fairness in Federated Learning: Challenges, Taxonomy of Solutions and Directions for Future Research Oct 4, 2024 Fairness Federated Learning
Code Code Available 5 Federated Causal Inference from Observational Data Aug 24, 2023 Causal Inference Federated Learning
Code Code Available 5 Federated Learning with Only Positive Labels Apr 21, 2020 Federated Learning Multi-class Classification
Code Code Available 5 Federated Semi-Supervised Multi-Task Learning to Detect COVID-19 and Lungs Segmentation Marking Using Chest Radiography Images and Raspberry Pi Devices: An Internet of Medical Things Application Jul 24, 2021 Federated Learning Multi-Task Learning
Code Code Available 5 Federated singular value decomposition for high dimensional data May 24, 2022 Federated Learning Vocal Bursts Intensity Prediction
Code Code Available 5 Asynchronous Federated Optimization Mar 10, 2019 Federated Learning
Code Code Available 5 Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID Graphs Apr 16, 2025 Federated Learning Fraud Detection
Code Code Available 5 Federated Learning in ASR: Not as Easy as You Think Sep 30, 2021 Federated Learning speech-recognition
Code Code Available 5 Adaptive Client Sampling in Federated Learning via Online Learning with Bandit Feedback Dec 28, 2021 Federated Learning Stochastic Optimization
Code Code Available 5 Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration Across Distributed Data Sources Nov 23, 2024 Data Integration Drug Discovery
Code Code Available 5 Federated Learning Hyper-Parameter Tuning from a System Perspective Nov 24, 2022 Federated Learning
Code Code Available 5 CorrFL: Correlation-based Neural Network Architecture for Unavailability Concerns in a Heterogeneous IoT Environment May 23, 2023 Federated Learning Representation Learning
Code Code Available 5 CorrFL: Correlation-Based Neural Network Architecture for Unavailability Concerns in a Heterogeneous IoT Environment Jul 22, 2023 Federated Learning
Code Code Available 5 Federated learning framework for collaborative remaining useful life prognostics: an aircraft engine case study May 31, 2025 Federated Learning
Code Code Available 5 Federated Learning From Big Data Over Networks Oct 27, 2020 Federated Learning regression
Code Code Available 5 Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms May 26, 2023 Federated Learning Semantic Parsing
Code Code Available 5 Covariances for Free: Exploiting Mean Distributions for Federated Learning with Pre-Trained Models Dec 18, 2024 Federated Learning
Code Code Available 5 Federated Learning for Privacy-Preserving Feedforward Control in Multi-Agent Systems Mar 4, 2025 Autonomous Driving Federated Learning
Code Code Available 5 Federated Learning in Non-IID Settings Aided by Differentially Private Synthetic Data Jun 1, 2022 Federated Learning image-classification
Code Code Available 5 Federated Learning for Misbehaviour Detection with Variational Autoencoders and Gaussian Mixture Models May 16, 2024 Federated Learning
Code Code Available 5 Federated Learning for Mobile Keyboard Prediction Nov 8, 2018 Federated Learning Language Modeling
Code Code Available 5 Federated Learning for Keyword Spotting Oct 9, 2018 Federated Learning Keyword Spotting
Code Code Available 5 Federated Learning for Data Streams Jan 4, 2023 Federated Learning
Code Code Available 5 A Survey on Contribution Evaluation in Vertical Federated Learning May 3, 2024 Federated Learning Survey
Code Code Available 5 Federated Learning for Non-factorizable Models using Deep Generative Prior Approximations May 25, 2024 Decision Making Epidemiology
Code Code Available 5 Federated Learning in Unreliable and Resource-Constrained Cellular Wireless Networks Dec 9, 2020 BIG-bench Machine Learning Federated Learning
Code Code Available 5 Federated Learning based on Pruning and Recovery Mar 16, 2024 Federated Learning
Code Code Available 5 Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling Sep 7, 2021 Federated Learning
Code Code Available 5 Federated Learning Based Multilingual Emoji Prediction In Clean and Attack Scenarios Mar 30, 2023 Federated Learning Prediction
Code Code Available 5 Federated Learning Client Pruning for Noisy Labels Nov 11, 2024 Federated Learning
Code Code Available 5 Federated Intelligence for Active Queue Management in Inter-Domain Congestion Jan 8, 2021 Federated Learning Management
Code Code Available 5 Federated Impression for Learning with Distributed Heterogeneous Data Sep 11, 2024 Federated Learning
Code Code Available 5 Federated Hypergradient Descent Nov 3, 2022 Federated Learning Hyperparameter Optimization
Code Code Available 5 Federated Learning and Differential Privacy Techniques on Multi-hospital Population-scale Electrocardiogram Data Apr 26, 2024 ECG Classification Federated Learning
Code Code Available 5 FedHIL: Heterogeneity Resilient Federated Learning for Robust Indoor Localization with Mobile Devices Jul 4, 2023 Federated Learning Indoor Localization
Code Code Available 5 Federated learning compression designed for lightweight communications Oct 23, 2023 Cloud Computing Federated Learning
Code Code Available 5 Real World Federated Learning with a Knowledge Distilled Transformer for Cardiac CT Imaging Jul 10, 2024 Federated Learning Partially Labeled Datasets
Code Code Available 5 Federated Frank-Wolfe Algorithm Aug 19, 2024 Federated Learning Privacy Preserving
Code Code Available 5 Federated f-Differential Privacy Feb 22, 2021 Federated Learning
Code Code Available 5 Federated Few-shot Learning for Cough Classification with Edge Devices Sep 3, 2023 Cough Classification Federated Learning
Code Code Available 5 Federated Face Forgery Detection Learning with Personalized Representation Jun 17, 2024 Federated Learning Personalized Federated Learning
Code Code Available 5 Federated Fairness Analytics: Quantifying Fairness in Federated Learning Aug 15, 2024 Fairness Federated Learning
Code Code Available 5 Federated Graph Learning with Structure Proxy Alignment Aug 18, 2024 Federated Learning Fraud Detection
Code Code Available 5 Federated Learning Meets Fairness and Differential Privacy Aug 23, 2021 Fairness Federated Learning
Code Code Available 5 Federated Deep AUC Maximization for Heterogeneous Data with a Constant Communication Complexity Feb 9, 2021 Federated Learning
Code Code Available 5 Comparative Evaluation of Clustered Federated Learning Methods Oct 18, 2024 Federated Learning image-classification
Code Code Available 5 A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration Sep 29, 2023 Continual Learning Federated Learning
Code Code Available 5 