Trustworthy Privacy-preserving Hierarchical Ensemble and Federated Learning in Healthcare 4.0 with Blockchain May 16, 2023 Federated Learning Privacy Preserving
— Unverified A novel parameter decoupling approach of personalized federated learning for image analysis May 15, 2023 Federated Learning Personalized Federated Learning
— Unverified Adaptive Federated Pruning in Hierarchical Wireless Networks May 15, 2023 Federated Learning Privacy Preserving
— Unverified FedAds: A Benchmark for Privacy-Preserving CVR Estimation with Vertical Federated Learning May 15, 2023 Federated Learning Privacy Preserving
— Unverified Quadratic Functional Encryption for Secure Training in Vertical Federated Learning May 15, 2023 Federated Learning Vertical Federated Learning
— Unverified Federated Learning over Harmonized Data Silos May 15, 2023 Data Integration Federated Learning
— Unverified FLARE: Detection and Mitigation of Concept Drift for Federated Learning based IoT Deployments May 15, 2023 Federated Learning Scheduling
— Unverified A Survey of Federated Evaluation in Federated Learning May 14, 2023 Federated Learning Survey
— Unverified Privacy-Preserving Taxi-Demand Prediction Using Federated Learning May 14, 2023 Federated Learning Prediction
— Unverified Federated TD Learning over Finite-Rate Erasure Channels: Linear Speedup under Markovian Sampling May 14, 2023 Distributed Optimization Federated Learning
— Unverified Understanding and Improving Model Averaging in Federated Learning on Heterogeneous Data May 13, 2023 Federated Learning
Code Code Available A Federated Learning-based Industrial Health Prognostics for Heterogeneous Edge Devices using Matched Feature Extraction May 13, 2023 Federated Learning Privacy Preserving
— Unverified GPFedRec: Graph-guided Personalization for Federated Recommendation May 13, 2023 Federated Learning Privacy Preserving
Code Code Available Network-GIANT: Fully distributed Newton-type optimization via harmonic Hessian consensus May 13, 2023 Distributed Optimization Federated Learning
— Unverified Utility-Maximizing Bidding Strategy for Data Consumers in Auction-based Federated Learning May 11, 2023 Federated Learning
— Unverified Multi-Tier Client Selection for Mobile Federated Learning Networks May 11, 2023 Federated Learning
— Unverified PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training May 11, 2023 Federated Learning Graph Learning
— Unverified Divide-and-Conquer the NAS puzzle in Resource Constrained Federated Learning Systems May 11, 2023 Federated Learning Neural Architecture Search
— Unverified Self-Supervised Federated Learning for Fast MR Imaging May 10, 2023 Federated Learning Image Reconstruction
— Unverified Securing Distributed SGD against Gradient Leakage Threats May 10, 2023 Federated Learning
Code Code Available Spectrum Breathing: Protecting Over-the-Air Federated Learning Against Interference May 10, 2023 Federated Learning
— Unverified FedSOV: Federated Model Secure Ownership Verification with Unforgeable Signature May 10, 2023 Federated Learning
— Unverified FedDWA: Personalized Federated Learning with Dynamic Weight Adjustment May 10, 2023 Federated Learning Personalized Federated Learning
Code Code Available XTab: Cross-table Pretraining for Tabular Transformers May 10, 2023 AutoML Federated Learning
Code Code Available FedPDD: A Privacy-preserving Double Distillation Framework for Cross-silo Federated Recommendation May 9, 2023 Federated Learning Privacy Preserving
— Unverified Survey of Federated Learning Models for Spatial-Temporal Mobility Applications May 9, 2023 Community Detection Federated Learning
— Unverified Towards Building the Federated GPT: Federated Instruction Tuning May 9, 2023 Federated Learning
Code Code Available FedNoRo: Towards Noise-Robust Federated Learning by Addressing Class Imbalance and Label Noise Heterogeneity May 9, 2023 Federated Learning Knowledge Distillation
Code Code Available Flame: Simplifying Topology Extension in Federated Learning May 9, 2023 Federated Learning
Code Code Available Collaborative Chinese Text Recognition with Personalized Federated Learning May 9, 2023 Federated Learning Personalized Federated Learning
— Unverified Semi-Supervised Federated Learning for Keyword Spotting May 9, 2023 Federated Learning Keyword Spotting
Code Code Available FedGT: Identification of Malicious Clients in Federated Learning with Secure Aggregation May 9, 2023 Data Poisoning Federated Learning
— Unverified BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning May 9, 2023 Bayesian Optimization Federated Learning
— Unverified Multi-Tier Hierarchical Federated Learning-assisted NTN for Intelligent IoT Services May 9, 2023 Federated Learning Management
— Unverified Turning Privacy-preserving Mechanisms against Federated Learning May 9, 2023 Federated Learning Privacy Preserving
— Unverified Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts May 8, 2023 Federated Learning
— Unverified FedHB: Hierarchical Bayesian Federated Learning May 8, 2023 Avg Federated Learning
— Unverified FedZKP: Federated Model Ownership Verification with Zero-knowledge Proof May 8, 2023 Federated Learning
— Unverified Federated Learning in Wireless Networks via Over-the-Air Computations May 8, 2023 Federated Learning
— Unverified Blockchained Federated Learning for Internet of Things: A Comprehensive Survey May 8, 2023 Federated Learning Management
— Unverified Towards Achieving Near-optimal Utility for Privacy-Preserving Federated Learning via Data Generation and Parameter Distortion May 7, 2023 Federated Learning Privacy Preserving
— Unverified MrTF: Model Refinery for Transductive Federated Learning May 7, 2023 Federated Learning model
Code Code Available Gradient Leakage Defense with Key-Lock Module for Federated Learning May 6, 2023 Federated Learning Privacy Preserving
Code Code Available Exploring One-shot Semi-supervised Federated Learning with A Pre-trained Diffusion Model May 6, 2023 Diversity Federated Learning
— Unverified Decentralised Semi-supervised Onboard Learning for Scene Classification in Low-Earth Orbit May 6, 2023 Federated Learning Scene Classification
Code Code Available Now It Sounds Like You: Learning Personalized Vocabulary On Device May 5, 2023 Federated Learning Language Modeling
— Unverified FedNC: A Secure and Efficient Federated Learning Method with Network Coding May 5, 2023 Federated Learning
— Unverified WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval May 5, 2023 Federated Learning Image Retrieval
— Unverified Over-the-Air Federated Averaging with Limited Power and Privacy Budgets May 5, 2023 Federated Learning Scheduling
— Unverified Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization May 4, 2023 Federated Learning Quantization
— Unverified 