Decentralized and Model-Free Federated Learning: Consensus-Based Distillation in Function Space Apr 1, 2021 Federated Learning Knowledge Distillation
— Unverified 0 Decentralized Bayesian Learning over Graphs May 24, 2019 Bayesian Inference Federated Learning
— Unverified 0 Decentralized Bayesian Learning with Metropolis-Adjusted Hamiltonian Monte Carlo Jul 15, 2021 Federated Learning
— Unverified 0 Decentralized Blockchain-based Robust Multi-agent Multi-armed Bandit Feb 6, 2024 Federated Learning
— Unverified 0 Decentralized Deep Learning for Multi-Access Edge Computing: A Survey on Communication Efficiency and Trustworthiness Jul 30, 2021 Distributed Computing Edge-computing
— Unverified 0 Decentralized Differentially Private Segmentation with PATE Apr 10, 2020 Brain Tumor Segmentation Federated Learning
— Unverified 0 Decentralized digital twins of complex dynamical systems Jul 7, 2022 BIG-bench Machine Learning Federated Learning
— Unverified 0 Decentralized Directed Collaboration for Personalized Federated Learning May 28, 2024 Federated Learning Personalized Federated Learning
— Unverified 0 Decentralized EM to Learn Gaussian Mixtures from Datasets Distributed by Features Jan 24, 2022 Federated Learning
— Unverified 0 Decentralized Federated Anomaly Detection in Smart Grids: A P2P Gossip Approach Jul 20, 2024 Anomaly Detection Federated Learning
— Unverified 0 Decentralized Federated Domain Generalization with Style Sharing: A Formal Modeling and Convergence Analysis Apr 8, 2025 Domain Generalization Federated Learning
— Unverified 0 Decentralized Federated Learning: A Survey and Perspective Jun 2, 2023 Federated Learning Survey
— Unverified 0 Decentralized Federated Learning: A Survey on Security and Privacy Jan 25, 2024 Federated Learning Privacy Preserving
— Unverified 0 Decentralized federated learning methods for reducing communication cost and energy consumption in UAV networks Apr 13, 2023 Federated Learning
— Unverified 0 FedNMUT -- Federated Noisy Model Update Tracking Convergence Analysis Mar 20, 2024 Federated Learning model
— Unverified 0 Decentralized federated learning of deep neural networks on non-iid data Jul 18, 2021 Federated Learning
— Unverified 0 Decentralized Federated Learning on the Edge over Wireless Mesh Networks Nov 2, 2023 Benchmarking Federated Learning
— Unverified 0 Decentralized Federated Learning Over Imperfect Communication Channels May 21, 2024 Federated Learning image-classification
— Unverified 0 Decentralized Federated Learning Preserves Model and Data Privacy Feb 1, 2021 Anomaly Detection Federated Learning
— Unverified 0 Decentralized Federated Learning via MIMO Over-the-Air Computation: Consensus Analysis and Performance Optimization Oct 8, 2023 Distributed Optimization Federated Learning
— Unverified 0 Decentralized Federated Learning via Mutual Knowledge Transfer Dec 24, 2020 Federated Learning Transfer Learning
— Unverified 0 Decentralized Federated Learning with Gradient Tracking over Time-Varying Directed Networks Sep 25, 2024 Federated Learning image-classification
— Unverified 0 Decentralized Federated Learning with Model Caching on Mobile Agents Aug 26, 2024 Federated Learning
— Unverified 0 Decentralized Federated Reinforcement Learning for User-Centric Dynamic TFDD Control Nov 4, 2022 Federated Learning reinforcement-learning
— Unverified 0 BlockFUL: Enabling Unlearning in Blockchained Federated Learning Feb 26, 2024 Federated Learning
— Unverified 0 Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks Jun 22, 2022 Bilevel Optimization Federated Learning
— Unverified 0 Decentralized Gossip Mutual Learning (GML) for automatic head and neck tumor segmentation Jan 11, 2024 Federated Learning Tumor Segmentation
— Unverified 0 Decentralized Gossip Mutual Learning (GML) for brain tumor segmentation on multi-parametric MRI Jan 27, 2024 Brain Tumor Segmentation Federated Learning
— Unverified 0 Decentralized Health Intelligence Network (DHIN) Aug 12, 2024 Federated Learning
— Unverified 0 Decentralized Intelligence Network (DIN) Jul 2, 2024 Federated Learning
— Unverified 0 Decentralized Local Stochastic Extra-Gradient for Variational Inequalities Jun 15, 2021 Federated Learning
— Unverified 0 Decentralized Low-Rank Fine-Tuning of Large Language Models Jan 26, 2025 Federated Learning parameter-efficient fine-tuning
— Unverified 0 Decentralized Nonconvex Composite Federated Learning with Gradient Tracking and Momentum Apr 17, 2025 Federated Learning
— Unverified 0 Decentralized Online Federated G-Network Learning for Lightweight Intrusion Detection Jun 22, 2023 Federated Learning Intrusion Detection
— Unverified 0 Decentralized Personalized Federated Learning Jun 10, 2024 Federated Learning Personalized Federated Learning
— Unverified 0 Decentralized Personalized Federated Learning for Min-Max Problems Jun 14, 2021 Distributed Optimization Federated Learning
— Unverified 0 Decentralized Personalized Online Federated Learning Nov 8, 2023 Federated Learning
— Unverified 0 Federated Continual Learning for Socially Aware Robotics Jan 14, 2022 Continual Learning Federated Learning
— Unverified 0 Decepticons: Corrupted Transformers Breach Privacy in Federated Learning for Language Models Jan 29, 2022 Federated Learning
— Unverified 0 Decoding FL Defenses: Systemization, Pitfalls, and Remedies Feb 3, 2025 Federated Learning Survey
— Unverified 0 Decoupled Federated Learning for ASR with Non-IID Data Jun 18, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0 Decoupled Federated Learning on Long-Tailed and Non-IID data with Feature Statistics Mar 13, 2024 Federated Learning
— Unverified 0 Decoupled Vertical Federated Learning for Practical Training on Vertically Partitioned Data Mar 6, 2024 Federated Learning Vertical Federated Learning
— Unverified 0 DEED: A General Quantization Scheme for Communication Efficiency in Bits Jun 19, 2020 Distributed Optimization Federated Learning
— Unverified 0 Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach Jul 19, 2020 Anomaly Detection Federated Learning
— Unverified 0 Deep Convolutional Neural Networks for Short-Term Multi-Energy Demand Prediction of Integrated Energy Systems Dec 24, 2023 Demand Forecasting Federated Learning
— Unverified 0 Deep Efficient Private Neighbor Generation for Subgraph Federated Learning Jan 9, 2024 Federated Learning Graph Mining
— Unverified 0 Deep Equilibrium Models Meet Federated Learning May 29, 2023 Federated Learning
— Unverified 0 Deep Federated Anomaly Detection for Multivariate Time Series Data May 9, 2022 Anomaly Detection Constrained Clustering
— Unverified 0 Deep Hierarchy Quantization Compression algorithm based on Dynamic Sampling Dec 30, 2022 Federated Learning Quantization
— Unverified 0 