FAIR-FATE: Fair Federated Learning with Momentum Sep 27, 2022 Fairness Federated Learning
Code Code Available Semi-Synchronous Personalized Federated Learning over Mobile Edge Networks Sep 27, 2022 Federated Learning Personalized Federated Learning
— Unverified FaRO 2: an Open Source, Configurable Smart City Framework for Real-Time Distributed Vision and Biometric Systems Sep 26, 2022 Federated Learning Self-Driving Cars
— Unverified An Energy Optimized Specializing DAG Federated Learning based on Event Triggered Communication Sep 26, 2022 Federated Learning
— Unverified Knowledge-aided Federated Learning for Energy-limited Wireless Networks Sep 25, 2022 Federated Learning Scheduling
— Unverified On the Stability Analysis of Open Federated Learning Systems Sep 25, 2022 Federated Learning
— Unverified Blinder: End-to-end Privacy Protection in Sensing Systems via Personalized Federated Learning Sep 24, 2022 Federated Learning Meta-Learning
Code Code Available Communication-Efficient Federated Learning Using Censored Heavy Ball Descent Sep 24, 2022 Federated Learning
— Unverified Privacy-Preserving Online Content Moderation: A Federated Learning Use Case Sep 23, 2022 CPU Federated Learning
— Unverified Differentially private partitioned variational inference Sep 23, 2022 Federated Learning Privacy Preserving
Code Code Available Defending against Poisoning Backdoor Attacks on Federated Meta-learning Sep 23, 2022 Federated Learning Meta-Learning
— Unverified UAV-Assisted Hierarchical Aggregation for Over-the-Air Federated Learning Sep 23, 2022 Federated Learning
— Unverified A One-shot Framework for Distributed Clustered Learning in Heterogeneous Environments Sep 22, 2022 Clustering Federated Learning
— Unverified Enhanced Decentralized Federated Learning based on Consensus in Connected Vehicles Sep 22, 2022 Decision Making Federated Learning
— Unverified Federated Learning from Pre-Trained Models: A Contrastive Learning Approach Sep 21, 2022 Contrastive Learning Federated Learning
— Unverified Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks Sep 21, 2022 Federated Learning Model-based Reinforcement Learning
— Unverified FedFOR: Stateless Heterogeneous Federated Learning with First-Order Regularization Sep 21, 2022 Federated Learning
Code Code Available FedToken: Tokenized Incentives for Data Contribution in Federated Learning Sep 20, 2022 Federated Learning
— Unverified Heterogeneous Federated Learning on a Graph Sep 19, 2022 Federated Learning parameter estimation
— Unverified A Secure Healthcare 5.0 System Based on Blockchain Technology Entangled with Federated Learning Technique Sep 16, 2022 Federated Learning Intrusion Detection
— Unverified Privacy-Preserving Distributed Expectation Maximization for Gaussian Mixture Model using Subspace Perturbation Sep 16, 2022 Federated Learning Privacy Preserving
— Unverified Contrastive Re-localization and History Distillation in Federated CMR Segmentation Sep 16, 2022 Federated Learning Image Segmentation
— Unverified The Cost of Training Machine Learning Models over Distributed Data Sources Sep 15, 2022 Federated Learning
Code Code Available Convergence Acceleration in Wireless Federated Learning: A Stackelberg Game Approach Sep 14, 2022 Federated Learning
— Unverified Federated Pruning: Improving Neural Network Efficiency with Federated Learning Sep 14, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Scheduling Algorithms for Federated Learning with Minimal Energy Consumption Sep 13, 2022 Federated Learning Multiple-choice
— Unverified Investigating the Predictive Reproducibility of Federated Graph Neural Networks using Medical Datasets Sep 13, 2022 Federated Learning
Code Code Available Concealing Sensitive Samples against Gradient Leakage in Federated Learning Sep 13, 2022 Federated Learning Stochastic Optimization
Code Code Available Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning using Independent Component Analysis Sep 12, 2022 blind source separation Federated Learning
— Unverified Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling Sep 12, 2022 Data Valuation Federated Learning
— Unverified Personalized Federated Learning with Communication Compression Sep 12, 2022 Federated Learning Personalized Federated Learning
— Unverified Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation Sep 10, 2022 Federated Learning image-classification
— Unverified Anomaly Detection through Unsupervised Federated Learning Sep 9, 2022 Anomaly Detection Federated Learning
Code Code Available FADE: Enabling Federated Adversarial Training on Heterogeneous Resource-Constrained Edge Devices Sep 8, 2022 Adversarial Robustness Federated Learning
— Unverified A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning Sep 8, 2022 Federated Learning Privacy Preserving
Code Code Available FedDAR: Federated Domain-Aware Representation Learning Sep 8, 2022 Diversity Federated Learning
— Unverified Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks Sep 8, 2022 Federated Learning
— Unverified Modular Federated Learning Sep 7, 2022 Federated Learning Time Series
— Unverified Cerberus: Exploring Federated Prediction of Security Events Sep 7, 2022 Federated Learning Prediction
— Unverified Faster federated optimization under second-order similarity Sep 6, 2022 Federated Learning
— Unverified Federated Zero-Shot Learning for Visual Recognition Sep 5, 2022 Federated Learning Zero-Shot Learning
— Unverified Federated Transfer Learning with Multimodal Data Sep 5, 2022 Federated Learning Self-Supervised Learning
— Unverified Boost Decentralized Federated Learning in Vehicular Networks by Diversifying Data Sources Sep 5, 2022 Federated Learning
— Unverified Suppressing Noise from Built Environment Datasets to Reduce Communication Rounds for Convergence of Federated Learning Sep 3, 2022 Federated Learning Privacy Preserving
— Unverified FedAR+: A Federated Learning Approach to Appliance Recognition with Mislabeled Data in Residential Buildings Sep 3, 2022 Federated Learning Privacy Preserving
— Unverified Federated XGBoost on Sample-Wise Non-IID Data Sep 3, 2022 Federated Learning
— Unverified Predictive GAN-powered Multi-Objective Optimization for Hybrid Federated Split Learning Sep 2, 2022 Federated Learning Generative Adversarial Network
— Unverified Versatile Single-Loop Method for Gradient Estimator: First and Second Order Optimality, and its Application to Federated Learning Sep 1, 2022 Federated Learning
— Unverified Trading Off Privacy, Utility and Efficiency in Federated Learning Sep 1, 2022 Federated Learning Vertical Federated Learning
— Unverified To Store or Not? Online Data Selection for Federated Learning with Limited Storage Sep 1, 2022 Activity Recognition Data Valuation
— Unverified 