FedSAF: A Federated Learning Framework for Enhanced Gastric Cancer Detection and Privacy Preservation Mar 20, 2025 Federated Learning
— Unverified Fed-Safe: Securing Federated Learning in Healthcare Against Adversarial Attacks Oct 12, 2023 Federated Learning Medical Image Analysis
— Unverified FedSampling: A Better Sampling Strategy for Federated Learning Jun 25, 2023 Federated Learning Privacy Preserving
— Unverified FedSat: A Statistical Aggregation Approach for Class Imbalanced Clients in Federated Learning Jul 4, 2024 Federated Learning Privacy Preserving
— Unverified FedSAUC: A Similarity-Aware Update Control for Communication-Efficient Federated Learning in Edge Computing Apr 7, 2025 Edge-computing Federated Learning
— Unverified FedSCA: Federated Tuning with Similarity-guided Collaborative Aggregation for Heterogeneous Medical Image Segmentation Mar 19, 2025 Computational Efficiency Federated Learning
— Unverified FedScalar: A Communication efficient Federated Learning Oct 3, 2024 Federated Learning
— Unverified FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data May 7, 2024 Federated Learning Self-Supervised Learning
— Unverified FedSDD: Scalable and Diversity-enhanced Distillation for Model Aggregation in Federated Learning Dec 28, 2023 Diversity Federated Learning
— Unverified FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning Feb 21, 2023 Feature Importance feature selection
— Unverified FedSEAL: Semi-Supervised Federated Learning with Self-Ensemble Learning and Negative Learning Oct 15, 2021 Ensemble Learning Federated Learning
— Unverified FedSeg: Class-Heterogeneous Federated Learning for Semantic Segmentation Jan 1, 2023 Contrastive Learning Federated Learning
— Unverified FedSelect: Customized Selection of Parameters for Fine-Tuning during Personalized Federated Learning Jun 23, 2023 Federated Learning Personalized Federated Learning
— Unverified FedSel: Federated SGD under Local Differential Privacy with Top-k Dimension Selection Mar 24, 2020 Federated Learning
— Unverified FedSiam: Towards Adaptive Federated Semi-Supervised Learning Dec 6, 2020 Federated Learning
— Unverified FedSheafHN: Personalized Federated Learning on Graph-structured Data May 25, 2024 Federated Learning Graph Embedding
— Unverified FedShift: Tackling Dual Heterogeneity Problem of Federated Learning via Weight Shift Aggregation Feb 2, 2024 Diversity Federated Learning
— Unverified FedShuffle: Recipes for Better Use of Local Work in Federated Learning Apr 27, 2022 Federated Learning
— Unverified FedSiam-DA: Dual-aggregated Federated Learning via Siamese Network under Non-IID Data Nov 17, 2022 Contrastive Learning Federated Learning
— Unverified FedSI: Federated Subnetwork Inference for Efficient Uncertainty Quantification Apr 24, 2024 Federated Learning Personalized Federated Learning
— Unverified Fed-Sim: Federated Simulation for Medical Imaging Sep 1, 2020 Federated Learning
— Unverified FedSKD: Aggregation-free Model-heterogeneous Federated Learning using Multi-dimensional Similarity Knowledge Distillation Mar 23, 2025 Federated Learning Knowledge Distillation
— Unverified FedSKETCH: Communication-Efficient and Private Federated Learning via Sketching Aug 11, 2020 Federated Learning
— Unverified FedSLD: Federated Learning with Shared Label Distribution for Medical Image Classification Oct 15, 2021 BIG-bench Machine Learning Federated Learning
— Unverified FedSmart: An Auto Updating Federated Learning Optimization Mechanism Sep 16, 2020 Federated Learning Privacy Preserving
— Unverified FedSN: A Federated Learning Framework over Heterogeneous LEO Satellite Networks Nov 2, 2023 Federated Learning image-classification
— Unverified FedSoft: Soft Clustered Federated Learning with Proximal Local Updating Dec 11, 2021 Federated Learning
— Unverified Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm Jun 10, 2024 Federated Learning Second-order methods
— Unverified FedSOV: Federated Model Secure Ownership Verification with Unforgeable Signature May 10, 2023 Federated Learning
— Unverified FedSpace: An Efficient Federated Learning Framework at Satellites and Ground Stations Feb 2, 2022 Federated Learning
— Unverified FedSpaLLM: Federated Pruning of Large Language Models Oct 18, 2024 Federated Learning Privacy Preserving
— Unverified FedSPD: A Soft-clustering Approach for Personalized Decentralized Federated Learning Oct 24, 2024 Clustering Federated Learning
— Unverified FedSpectral+: Spectral Clustering using Federated Learning Feb 4, 2023 Clustering Federated Learning
— Unverified FedSpeech: Federated Text-to-Speech with Continual Learning Oct 14, 2021 Continual Learning Federated Learning
— Unverified FedSplit: An algorithmic framework for fast federated optimization May 11, 2020 Distributed Optimization Federated Learning
— Unverified FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation May 4, 2022 Collaborative Filtering Federated Learning
— Unverified FedSplitX: Federated Split Learning for Computationally-Constrained Heterogeneous Clients Oct 23, 2023 Federated Learning
— Unverified FedSR: A Semi-Decentralized Federated Learning Algorithm for Non-IIDness in IoT System Mar 19, 2024 Federated Learning
— Unverified FedSSC: Shared Supervised-Contrastive Federated Learning Jan 14, 2023 Contrastive Learning Federated Learning
— Unverified FedSS: Federated Learning with Smart Selection of clients Jul 10, 2022 Federated Learning Scheduling
— Unverified FedSSO: A Federated Server-Side Second-Order Optimization Algorithm Jun 20, 2022 Federated Learning
— Unverified FedStack: Personalized activity monitoring using stacked federated learning Sep 27, 2022 Federated Learning
— Unverified FedSTaS: Client Stratification and Client Level Sampling for Efficient Federated Learning Dec 18, 2024 Federated Learning Privacy Preserving
— Unverified FedST: Secure Federated Shapelet Transformation for Time Series Classification Feb 21, 2023 Classification Federated Learning
— Unverified FEDSTR: Money-In AI-Out | A Decentralized Marketplace for Federated Learning and LLM Training on the NOSTR Protocol Apr 15, 2024 Federated Learning
— Unverified FedSub: Introducing class-aware Subnetworks Fusion to Enhance Personalized Federated Learning in Ubiquitous Systems Nov 13, 2024 Activity Recognition Federated Learning
— Unverified FedSup: A Communication-Efficient Federated Learning Fatigue Driving Behaviors Supervision Framework Apr 25, 2021 Federated Learning Model Optimization
— Unverified FedSV: Byzantine-Robust Federated Learning via Shapley Value Feb 24, 2025 Federated Learning
— Unverified FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA May 19, 2025 Federated Learning
— Unverified FedSym: Unleashing the Power of Entropy for Benchmarking the Algorithms for Federated Learning Oct 11, 2023 Benchmarking Diversity
— Unverified 