A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things Apr 21, 2021 Edge-computing Federated Learning
— Unverified A Federated Online Restless Bandit Framework for Cooperative Resource Allocation Jun 12, 2024 Federated Learning Multi-Armed Bandits
— Unverified Adap DP-FL: Differentially Private Federated Learning with Adaptive Noise Nov 29, 2022 Federated Learning
— Unverified Concept Drift Detection in Federated Networked Systems Sep 13, 2021 Dimensionality Reduction Drift Detection
— Unverified Concept drift detection and adaptation for federated and continual learning May 27, 2021 Continual Learning Drift Detection
— Unverified Concealing Backdoor Model Updates in Federated Learning by Trigger-Optimized Data Poisoning May 10, 2024 Backdoor Attack Data Poisoning
— Unverified Compute-Update Federated Learning: A Lattice Coding Approach Over-the-Air Sep 10, 2024 Federated Learning
— Unverified A Survey on Efficient Federated Learning Methods for Foundation Model Training Jan 9, 2024 Federated Learning parameter-efficient fine-tuning
— Unverified A Federated Multi-View Deep Learning Framework for Privacy-Preserving Recommendations Aug 25, 2020 Collaborative Filtering Federated Learning
— Unverified Computation Offloading and Resource Allocation in F-RANs: A Federated Deep Reinforcement Learning Approach Jun 13, 2022 Deep Reinforcement Learning Federated Learning
— Unverified Computation- and Communication-Efficient Online FL for Resource-Constrained Aerial Vehicles Jun 3, 2025 Edge-computing Federated Learning
— Unverified A Survey on Decentralized Federated Learning Aug 8, 2023 Federated Learning Privacy Preserving
— Unverified Computation and Communication Efficient Lightweighting Vertical Federated Learning for Smart Building IoT Mar 30, 2024 Computational Efficiency Federated Learning
— Unverified Adaptive Model Pruning and Personalization for Federated Learning over Wireless Networks Sep 4, 2023 Federated Learning
— Unverified A Federated Learning Scheme for Neuro-developmental Disorders: Multi-Aspect ASD Detection Oct 31, 2022 Federated Learning Privacy Preserving
— Unverified AdaFGL: A New Paradigm for Federated Node Classification with Topology Heterogeneity Jan 22, 2024 Federated Learning Graph Learning
— Unverified Accelerating Federated Learning via Momentum Gradient Descent Oct 8, 2019 BIG-bench Machine Learning Federated Learning
— Unverified Federated Learning on Stochastic Neural Networks Jun 9, 2025 Edge-computing Federated Learning
— Unverified Compression with Exact Error Distribution for Federated Learning Oct 31, 2023 Federated Learning
— Unverified Compression Boosts Differentially Private Federated Learning Nov 10, 2020 Compressive Sensing Federated Learning
— Unverified A Survey on Cluster-based Federated Learning Jan 29, 2025 Federated Learning Privacy Preserving
— Unverified Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data Jun 16, 2022 Federated Learning Quantization
— Unverified Compressed Bayesian Federated Learning for Reliable Passive Radio Sensing in Industrial IoT May 9, 2024 Federated Learning
— Unverified A Survey on Class Imbalance in Federated Learning Mar 21, 2023 Federated Learning Survey
— Unverified A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers Oct 2, 2024 Decision Making Federated Learning
— Unverified Compressed and distributed least-squares regression: convergence rates with applications to Federated Learning Aug 2, 2023 Federated Learning regression
— Unverified A Survey on Blockchain-Based Federated Learning and Data Privacy Jun 29, 2023 Federated Learning Privacy Preserving
— Unverified Compositional federated learning: Applications in distributionally robust averaging and meta learning Jun 21, 2021 BIG-bench Machine Learning Federated Learning
— Unverified Composite federated learning with heterogeneous data Sep 4, 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 A Federated learning model for Electric Energy management using Blockchain Technology Jul 18, 2023 energy management Federated Learning
— Unverified AdaFedFR: Federated Face Recognition with Adaptive Inter-Class Representation Learning May 22, 2024 Face Model Face Recognition
— Unverified Complex-valued Federated Learning with Differential Privacy and MRI Applications Oct 7, 2021 Federated Learning MRI Reconstruction
— Unverified Completion Time Minimization of Fog-RAN-Assisted Federated Learning With Rate-Splitting Transmission Jun 3, 2022 Federated Learning Quantization
— Unverified A Survey of Trustworthy Federated Learning with Perspectives on Security, Robustness, and Privacy Feb 21, 2023 Drug Discovery Federated Learning
— Unverified Completely Heterogeneous Federated Learning Oct 28, 2022 Data-free Knowledge Distillation Federated Learning
— Unverified Complement Sparsification: Low-Overhead Model Pruning for Federated Learning Mar 10, 2023 Federated Learning Privacy Preserving
— Unverified A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective Feb 6, 2024 Federated Learning Survey
— Unverified A Federated Learning Framework for Smart Grids: Securing Power Traces in Collaborative Learning Mar 22, 2021 Federated Learning Privacy Preserving
— Unverified Competitive Advantage Attacks to Decentralized Federated Learning Oct 20, 2023 Federated Learning
— Unverified Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare Dec 23, 2020 Binary Classification Classification
— Unverified A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments Feb 22, 2025 Autonomous Vehicles Distributed Computing
— Unverified Comparing privacy notions for protection against reconstruction attacks in machine learning Feb 6, 2025 Federated Learning
— Unverified Comparing Federated Stochastic Gradient Descent and Federated Averaging for Predicting Hospital Length of Stay Jul 17, 2024 Federated Learning
— Unverified A Survey of Mobile Computing for the Visually Impaired Nov 25, 2018 BIG-bench Machine Learning Federated Learning
— Unverified A Federated Learning Framework for Stenosis Detection Oct 30, 2023 Federated Learning
— Unverified AdaFed: Fair Federated Learning via Adaptive Common Descent Direction Jan 10, 2024 Federated Learning
— Unverified Accelerating Federated Learning over Reliability-Agnostic Clients in Mobile Edge Computing Systems Jul 28, 2020 Edge-computing Federated Learning
— Unverified FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction Nov 1, 2020 Federated Learning Knowledge Distillation
— Unverified FedEmbed: Personalized Private Federated Learning Feb 18, 2022 Federated Learning
— Unverified 