Information-Geometric Barycenters for Bayesian Federated Learning Dec 16, 2024 Bayesian Inference Distributed Optimization
— 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 DEED: A General Quantization Scheme for Communication Efficiency in Bits Jun 19, 2020 Distributed Optimization Federated Learning
— Unverified 0 B^2SFL: A Bi-level Blockchained Architecture for Secure Federated Learning-based Traffic Prediction Oct 23, 2023 Federated Learning Prediction
— Unverified 0 AI-Based Crypto Tokens: The Illusion of Decentralized AI? Apr 29, 2025 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 Decoupled Federated Learning on Long-Tailed and Non-IID data with Feature Statistics Mar 13, 2024 Federated Learning
— Unverified 0 Decoupled Federated Learning for ASR with Non-IID Data Jun 18, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0 A Weighted Loss Approach to Robust Federated Learning under Data Heterogeneity Jun 11, 2025 Federated Learning
— Unverified 0 AI Approaches in Processing and Using Data in Personalized Medicine Jul 26, 2022 Explainable artificial intelligence Federated Learning
— Unverified 0 Adaptive Federated Minimax Optimization with Lower Complexities Nov 14, 2022 Federated Learning Privacy Preserving
— Unverified 0 A Bayesian Federated Learning Framework with Online Laplace Approximation Feb 3, 2021 Federated Learning
— Unverified 0 Federated Learning Architectures: A Performance Evaluation with Crop Yield Prediction Application Aug 6, 2024 Crop Yield Prediction Federated Learning
— Unverified 0 Decoding FL Defenses: Systemization, Pitfalls, and Remedies Feb 3, 2025 Federated Learning Survey
— Unverified 0 Decepticons: Corrupted Transformers Breach Privacy in Federated Learning for Language Models Jan 29, 2022 Federated Learning
— Unverified 0 A Web-Based Solution for Federated Learning with LLM-Based Automation Aug 23, 2024 CPU Federated Learning
— Unverified 0 Federated Continual Learning for Socially Aware Robotics Jan 14, 2022 Continual Learning Federated Learning
— Unverified 0 Avoid Forgetting by Preserving Global Knowledge Gradients in Federated Learning with Non-IID Data May 26, 2025 Federated Learning Transfer Learning
— Unverified 0 Decentralized Personalized Online Federated Learning Nov 8, 2023 Federated Learning
— Unverified 0 Avoid Adversarial Adaption in Federated Learning by Multi-Metric Investigations Jun 6, 2023 Federated Learning
— Unverified 0 A Hybrid Swarm Intelligence Approach for Optimizing Multimodal Large Language Models Deployment in Edge-Cloud-based Federated Learning Environments Feb 4, 2025 Cloud Computing Federated Learning
— Unverified 0 Decentralized Personalized Federated Learning for Min-Max Problems Jun 14, 2021 Distributed Optimization Federated Learning
— Unverified 0 Decentralized Personalized Federated Learning Jun 10, 2024 Federated Learning Personalized Federated Learning
— Unverified 0 A Vertical Federated Learning Method For Multi-Institutional Credit Scoring: MICS Nov 17, 2021 Federated Learning Vertical Federated Learning
— Unverified 0 Decentralized Online Federated G-Network Learning for Lightweight Intrusion Detection Jun 22, 2023 Federated Learning Intrusion Detection
— Unverified 0 A Vertical Federated Learning Method for Interpretable Scorecard and Its Application in Credit Scoring Sep 14, 2020 Federated Learning Management
— Unverified 0 A Hybrid Federated Kernel Regularized Least Squares Algorithm Jul 24, 2024 Federated Learning Privacy Preserving
— Unverified 0 Decentralized Nonconvex Composite Federated Learning with Gradient Tracking and Momentum Apr 17, 2025 Federated Learning
— Unverified 0 Decentralized Low-Rank Fine-Tuning of Large Language Models Jan 26, 2025 Federated Learning parameter-efficient fine-tuning
— Unverified 0 A Vertical Federated Learning Framework for Graph Convolutional Network Jun 22, 2021 Federated Learning Graph Neural Network
— Unverified 0 Decentralized Local Stochastic Extra-Gradient for Variational Inequalities Jun 15, 2021 Federated Learning
— Unverified 0 Decentralized Intelligence Network (DIN) Jul 2, 2024 Federated Learning
— Unverified 0 A Vertical Federated Learning Framework for Horizontally Partitioned Labels Jun 18, 2021 Federated Learning Vertical Federated Learning
— Unverified 0 Large-Scale Secure XGB for Vertical Federated Learning May 18, 2020 BIG-bench Machine Learning Federated Learning
— Unverified 0 Adaptive Federated Learning via New Entropy Approach Mar 27, 2023 Federated Learning
— Unverified 0 Decentralized Health Intelligence Network (DHIN) Aug 12, 2024 Federated Learning
— 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 Gossip Mutual Learning (GML) for automatic head and neck tumor segmentation Jan 11, 2024 Federated Learning Tumor Segmentation
— Unverified 0 Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks Jun 22, 2022 Bilevel Optimization Federated Learning
— Unverified 0 AVDDPG: Federated reinforcement learning applied to autonomous platoon control Jul 5, 2022 Federated Learning reinforcement-learning
— Unverified 0 BlockFUL: Enabling Unlearning in Blockchained Federated Learning Feb 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 Decentralized Federated Learning with Model Caching on Mobile Agents Aug 26, 2024 Federated Learning
— Unverified 0 Decentralized Federated Learning with Gradient Tracking over Time-Varying Directed Networks Sep 25, 2024 Federated Learning image-classification
— Unverified 0 Auxo: Efficient Federated Learning via Scalable Client Clustering Oct 29, 2022 Clustering Federated Learning
— Unverified 0 A Huber Loss Minimization Approach to Byzantine Robust Federated Learning Aug 24, 2023 Federated Learning
— Unverified 0 Decentralized Federated Learning via Mutual Knowledge Transfer Dec 24, 2020 Federated Learning Transfer 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 AutoRank: MCDA Based Rank Personalization for LoRA-Enabled Distributed Learning Dec 20, 2024 Federated Learning
— Unverified 0 Decentralized Federated Learning Preserves Model and Data Privacy Feb 1, 2021 Anomaly Detection Federated Learning
— Unverified 0 