Federated Stain Normalization for Computational Pathology Sep 29, 2022 Diversity Federated Learning
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 Federated Over-Air Subspace Tracking from Incomplete and Corrupted Data Feb 28, 2020 Federated Learning
Code Code Available 5 Federated Optimization for Heterogeneous Networks May 16, 2019 Federated Learning Multi-Task Learning
Code Code Available 5 Federated Prediction-Powered Inference from Decentralized Data Sep 3, 2024 Federated Learning Prediction
Code Code Available 5 Federated Neural Radiance Fields May 2, 2023 Federated Learning NeRF
Code Code Available 5 Adaptive Gradient-Based Meta-Learning Methods Jun 6, 2019 Federated Learning Few-Shot Learning
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 Noisy Client Learning Jun 24, 2021 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 Submodel Optimization for Hot and Cold Data Features Sep 16, 2021 Federated Learning
Code Code Available 5 Federated Multi-Task Learning May 30, 2017 BIG-bench Machine Learning Federated Learning
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 Federated Multi-armed Bandits with Personalization Feb 25, 2021 Federated Learning Multi-Armed Bandits
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 Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Dec 2, 2024 Brain Computer Interface EEG
Code Code Available 5 Federated Machine Learning: Concept and Applications Feb 13, 2019 BIG-bench Machine Learning Federated Learning
Code Code Available 5 Federated Low-Rank Adaptation for Foundation Models: A Survey May 16, 2025 Federated Learning Survey
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 Backdoor Attack is a Devil in Federated GAN-based Medical Image Synthesis Jul 2, 2022 Backdoor Attack Data Poisoning
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 Learning with Reduced Information Leakage and Computation Oct 10, 2023 Federated Learning Privacy Preserving
Code Code Available 5 A Whole-Process Certifiably Robust Aggregation Method Against Backdoor Attacks in Federated Learning Jun 30, 2024 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 Federated LoRA with Sparse Communication Jun 7, 2024 Federated Learning
Code Code Available 5 Federated Survival Forests Feb 6, 2023 Federated Learning Missing Values
Code Code Available 5 Adaptive Federated Learning with Auto-Tuned Clients Jun 19, 2023 Federated Learning
Code Code Available 5 A Wasserstein Minimax Framework for Mixed Linear Regression Jun 14, 2021 Federated Learning regression
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 Individualized Privacy Through Client Sampling Jan 29, 2025 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 Federated Learning with Intermediate Representation Regularization Oct 28, 2022 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 Non-IID Data Jun 2, 2018 Federated Learning
Code Code Available 5 A Hybrid Approach to Privacy-Preserving Federated Learning Dec 7, 2018 BIG-bench Machine Learning Federated Learning
Code Code Available 5 A V2X-based Privacy Preserving Federated Measuring and Learning System Jan 24, 2024 Autonomous Vehicles Decision Making
Code Code Available 5 3FM: Multi-modal Meta-learning for Federated Tasks Dec 15, 2023 Federated Learning Meta-Learning
Code Code Available 5 Auto-weighted Robust Federated Learning with Corrupted Data Sources Jan 14, 2021 Federated Learning Privacy Preserving
Code Code Available 5 Federated Learning with a Single Shared Image Jun 18, 2024 Federated Learning Knowledge Distillation
Code Code Available 5 Federated Learning with Additional Mechanisms on Clients to Reduce Communication Costs Aug 16, 2019 Federated Learning
Code Code Available 5 FedTune: Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective Oct 6, 2021 Federated Learning
Code Code Available 5 Automatic Structured Pruning for Efficient Architecture in Federated Learning Nov 4, 2024 Federated Learning
Code Code Available 5 Adaptive Federated Learning in Resource Constrained Edge Computing Systems Apr 14, 2018 BIG-bench Machine Learning Edge-computing
Code Code Available 5 Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework Jan 1, 2023 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 Hybrid Model Pruning through Loss Landscape Exploration May 16, 2024 Computational Efficiency Federated Learning
Code Code Available 5 Federated Learning via Consensus Mechanism on Heterogeneous Data: A New Perspective on Convergence Nov 21, 2023 Fairness Federated Learning
Code Code Available 5 Federated Learning via Plurality Vote Oct 6, 2021 Federated Learning Quantization
Code Code Available 5 