Bayesian Robust Aggregation for Federated Learning May 5, 2025 Bayesian Inference Federated Learning
Code Code Available 5 Federated Unlearning via Class-Discriminative Pruning Oct 22, 2021 Federated Learning image-classification
Code Code Available 5 Federating Dynamic Models using Early-Exit Architectures for Automatic Speech Recognition on Heterogeneous Clients May 27, 2024 Automatic Speech Recognition Federated Learning
Code Code Available 5 A Method to Reveal Speaker Identity in Distributed ASR Training, and How to Counter It Apr 15, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Bayesian Nonparametric Federated Learning of Neural Networks May 28, 2019 Federated Learning General Classification
Code Code Available 5 Federated Submodel Optimization for Hot and Cold Data Features Sep 16, 2021 Federated Learning
Code Code Available 5 Federated Stain Normalization for Computational Pathology Sep 29, 2022 Diversity Federated Learning
Code Code Available 5 Federated Survival Forests Feb 6, 2023 Federated Learning Missing Values
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 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 Lottery Aware Sparsity Hunting: Enabling Federated Learning on Resource-Limited Edge Aug 27, 2022 Federated Learning Model Compression
Code Code Available 5 Accurate Forgetting for Heterogeneous Federated Continual Learning Feb 20, 2025 Continual Learning 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 Representation Learning in the Under-Parameterized Regime Jun 7, 2024 Federated Learning Personalized Federated Learning
Code Code Available 5 FedPCL-CDR: A Federated Prototype-based Contrastive Learning Framework for Privacy-Preserving Cross-domain Recommendation Sep 5, 2024 Contrastive Learning Federated Learning
Code Code Available 5 Federated Optimization for Heterogeneous Networks May 16, 2019 Federated Learning Multi-Task Learning
Code Code Available 5 Federated Over-Air Subspace Tracking from Incomplete and Corrupted Data Feb 28, 2020 Federated Learning
Code Code Available 5 Federated Noisy Client Learning Jun 24, 2021 Federated Learning
Code Code Available 5 Federated Prediction-Powered Inference from Decentralized Data Sep 3, 2024 Federated Learning Prediction
Code Code Available 5 Federated Nearest Neighbor Classification with a Colony of Fruit-Flies: With Supplement Dec 14, 2021 Federated Learning Outlier Detection
Code Code Available 5 Federated Multi-Task Learning on Non-IID Data Silos: An Experimental Study Feb 20, 2024 Federated Learning Multi-Task Learning
Code Code Available 5 Federated Neural Radiance Fields May 2, 2023 Federated Learning NeRF
Code Code Available 5 Federated Multimodal Learning with Dual Adapters and Selective Pruning for Communication and Computational Efficiency Mar 10, 2025 Computational Efficiency Federated Learning
Code Code Available 5 FedBChain: A Blockchain-enabled Federated Learning Framework for Improving DeepConvLSTM with Comparative Strategy Insights Jul 31, 2024 Activity Recognition Federated Learning
Code Code Available 5 Federated Multi-armed Bandits with Personalization Feb 25, 2021 Federated Learning Multi-Armed Bandits
Code Code Available 5 Federated Multi-Task Learning May 30, 2017 BIG-bench Machine Learning Federated Learning
Code Code Available 5 A Lightweight and Secure Deep Learning Model for Privacy-Preserving Federated Learning in Intelligent Enterprises Mar 3, 2025 Federated Learning Privacy Preserving
Code Code Available 5 Federated Low-Rank Adaptation for Foundation Models: A Survey May 16, 2025 Federated Learning Survey
Code Code Available 5 Federated LoRA with Sparse Communication Jun 7, 2024 Federated Learning
Code Code Available 5 Federated Machine Learning: Concept and Applications Feb 13, 2019 BIG-bench Machine Learning Federated Learning
Code Code Available 5 Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Dec 2, 2024 Brain Computer Interface EEG
Code Code Available 5 Federated Learning with Uncertainty-Based Client Clustering for Fleet-Wide Fault Diagnosis Apr 26, 2023 Clustering Fault Diagnosis
Code Code Available 5 Federated Learning with Unreliable Clients: Performance Analysis and Mechanism Design May 10, 2021 Federated Learning
Code Code Available 5 Federated Learning with Reservoir State Analysis for Time Series Anomaly Detection Feb 8, 2025 Anomaly Detection Computational Efficiency
Code Code Available 5 Personalizing Federated Instrument Segmentation with Visual Trait Priors in Robotic Surgery Aug 6, 2024 Disentanglement Federated Learning
Code Code Available 5 Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often! Jun 9, 2023 Federated Learning
Code Code Available 5 Federated Two Stage Decoupling With Adaptive Personalization Layers Aug 30, 2023 Clustering Federated Learning
Code Code Available 5 FedIMPUTE: Privacy-Preserving Missing Value Imputation for Multi-Site Heterogeneous Electronic Health Records Aug 22, 2024 Federated Learning Missing Values
Code Code Available 5 Individualized Federated Learning for Traffic Prediction with Error Driven Aggregation Jul 17, 2024 Federated Learning Prediction
Code Code Available 5 Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels Aug 19, 2022 Federated Learning Learning with noisy labels
Code Code Available 5 Federated Learning with Intermediate Representation Regularization Oct 28, 2022 Federated Learning
Code Code Available 5 Federated Learning with Non-IID Data Jun 2, 2018 Federated Learning
Code Code Available 5 A Joint Learning and Communications Framework for Federated Learning over Wireless Networks Sep 17, 2019 Federated Learning
Code Code Available 5 Federated Learning for Time-Series Healthcare Sensing with Incomplete Modalities May 20, 2024 Computational Efficiency Federated Learning
Code Code Available 5 Adaptive Heterogeneous Client Sampling for Federated Learning over Wireless Networks Apr 22, 2024 Federated Learning
Code Code Available 5 Federated Learning with Heterogeneous Data Handling for Robust Vehicular Object Detection May 2, 2024 Autonomous Driving Federated Learning
Code Code Available 5 Federated Learning With Individualized Privacy Through Client Sampling Jan 29, 2025 Federated Learning
Code Code Available 5 Federated Learning with Only Positive Labels Apr 21, 2020 Federated Learning Multi-class Classification
Code Code Available 5 BAFFLE : Blockchain Based Aggregator Free Federated Learning Sep 16, 2019 Computational Efficiency Federated Learning
Code Code Available 5 A Joint Approach to Local Updating and Gradient Compression for Efficient Asynchronous Federated Learning Jul 6, 2024 Federated Learning image-classification
Code Code Available 5 