Mobile Application for Oral Disease Detection using Federated Learning Oct 27, 2023 Federated Learning object-detection
— Unverified Single-shot General Hyper-parameter Optimization for Federated Learning Oct 27, 2023 Federated Learning
— Unverified EcoLearn: Optimizing the Carbon Footprint of Federated Learning Oct 27, 2023 Federated Learning
— Unverified Federated Learning over Hierarchical Wireless Networks: Training Latency Minimization via Submodel Partitioning Oct 27, 2023 Federated Learning
— Unverified Contextual Stochastic Bilevel Optimization Oct 27, 2023 Bilevel Optimization Federated Learning
— Unverified Unlocking the Potential of Prompt-Tuning in Bridging Generalized and Personalized Federated Learning Oct 27, 2023 Federated Learning Personalized Federated Learning
Code Code Available FedPEAT: Convergence of Federated Learning, Parameter-Efficient Fine Tuning, and Emulator Assisted Tuning for Artificial Intelligence Foundation Models with Mobile Edge Computing Oct 26, 2023 Deep Reinforcement Learning Edge-computing
— Unverified Taming Gradient Variance in Federated Learning with Networked Control Variates Oct 26, 2023 Federated Learning
— Unverified Navigating Data Heterogeneity in Federated Learning A Semi-Supervised Federated Object Detection Oct 26, 2023 Autonomous Driving Federated Learning
Code Code Available Secure short-term load forecasting for smart grids with transformer-based federated learning Oct 26, 2023 Deep Learning Federated Learning
— Unverified Personalized Federated X -armed Bandit Oct 25, 2023 Federated Learning
— Unverified AirFL-Mem: Improving Communication-Learning Trade-Off by Long-Term Memory Oct 25, 2023 Federated Learning
— Unverified How Robust is Federated Learning to Communication Error? A Comparison Study Between Uplink and Downlink Channels Oct 25, 2023 Federated Learning Privacy Preserving
— Unverified Information-Theoretic Generalization Analysis for Topology-aware Heterogeneous Federated Edge Learning over Noisy Channels Oct 25, 2023 Federated Learning
— Unverified FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning Oct 25, 2023 Federated Learning Language Modeling
— Unverified FLTrojan: Privacy Leakage Attacks against Federated Language Models Through Selective Weight Tampering Oct 24, 2023 Federated Learning Language Modeling
— Unverified Accelerating Split Federated Learning over Wireless Communication Networks Oct 24, 2023 Federated Learning
— Unverified ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease Oct 23, 2023 Federated Learning Privacy Preserving
— Unverified Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms Oct 23, 2023 Federated Learning
— Unverified Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation Oct 23, 2023 Cardiac Segmentation Data Augmentation
— Unverified Serverless Federated Learning with flwr-serverless Oct 23, 2023 Federated Learning
Code Code Available Zero-Knowledge Proof-based Verifiable Decentralized Machine Learning in Communication Network: A Comprehensive Survey Oct 23, 2023 Articles Fault Detection
— Unverified Dynamically Weighted Federated k-Means Oct 23, 2023 Clustering Federated Learning
Code Code Available Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization Oct 23, 2023 Federated Learning
Code Code Available Federated learning compression designed for lightweight communications Oct 23, 2023 Cloud Computing Federated Learning
Code Code Available Coordinated Replay Sample Selection for Continual Federated Learning Oct 23, 2023 Continual Learning Federated Learning
— Unverified Quantum Federated Learning With Quantum Networks Oct 23, 2023 Federated Learning Transfer Learning
— Unverified An Efficient Imbalance-Aware Federated Learning Approach for Wearable Healthcare with Autoregressive Ratio Observation Oct 23, 2023 Edge-computing Federated Learning
— Unverified B^2SFL: A Bi-level Blockchained Architecture for Secure Federated Learning-based Traffic Prediction Oct 23, 2023 Federated Learning Prediction
— Unverified FedSplitX: Federated Split Learning for Computationally-Constrained Heterogeneous Clients Oct 23, 2023 Federated Learning
— Unverified Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification Oct 22, 2023 Brain Computer Interface Data Poisoning
— Unverified Data-Free Distillation Improves Efficiency and Privacy in Federated Thorax Disease Analysis Oct 22, 2023 Federated Learning Privacy Preserving
— Unverified PPFL: A Personalized Federated Learning Framework for Heterogeneous Population Oct 22, 2023 Federated Learning Personalized Federated Learning
— Unverified Filling the Missing: Exploring Generative AI for Enhanced Federated Learning over Heterogeneous Mobile Edge Devices Oct 21, 2023 Data Augmentation Federated Learning
— Unverified Goal-oriented Communications for the IoT: System Design and Adaptive Resource Optimization Oct 21, 2023 Federated Learning
— Unverified The Hidden Adversarial Vulnerabilities of Medical Federated Learning Oct 21, 2023 Federated Learning Medical Image Analysis
— Unverified Can We Trust the Similarity Measurement in Federated Learning? Oct 20, 2023 Federated Learning Model Poisoning
— Unverified Competitive Advantage Attacks to Decentralized Federated Learning Oct 20, 2023 Federated Learning
— Unverified FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows Oct 20, 2023 Federated Learning Graph Neural Network
Code Code Available BRFL: A Blockchain-based Byzantine-Robust Federated Learning Model Oct 20, 2023 Federated Learning
— Unverified DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset Oct 20, 2023 Federated Learning Navigate
— Unverified VFedMH: Vertical Federated Learning for Training Multiple Heterogeneous Models Oct 20, 2023 Federated Learning Vertical Federated Learning
— Unverified FLTracer: Accurate Poisoning Attack Provenance in Federated Learning Oct 20, 2023 Anomaly Detection Federated Learning
Code Code Available pFedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning Oct 20, 2023 Federated Learning Personalized Federated Learning
— Unverified An Efficient Federated Learning Framework for Training Semantic Communication System Oct 20, 2023 Federated Learning Semantic Communication
— Unverified A Distributed Approach to Meteorological Predictions: Addressing Data Imbalance in Precipitation Prediction Models through Federated Learning and GANs Oct 19, 2023 Data Augmentation Federated Learning
— Unverified Equipping Federated Graph Neural Networks with Structure-aware Group Fairness Oct 18, 2023 Fairness Federated Learning
Code Code Available Effective and Efficient Federated Tree Learning on Hybrid Data Oct 18, 2023 Federated Learning
— Unverified On the Distributed Evaluation of Generative Models Oct 18, 2023 Avg Federated Learning
— Unverified Fact-based Agent modeling for Multi-Agent Reinforcement Learning Oct 18, 2023 Federated Learning Multi-agent Reinforcement Learning
— Unverified 