Avoid Adversarial Adaption in Federated Learning by Multi-Metric Investigations Jun 6, 2023 Federated Learning
— Unverified A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging Jun 6, 2023 Federated Learning
— Unverified Unlocking the Potential of Federated Learning for Deeper Models Jun 5, 2023 Federated Learning
— Unverified Federated Deep Learning for Intrusion Detection in IoT Networks Jun 5, 2023 Deep Learning Federated Learning
— Unverified When Decentralized Optimization Meets Federated Learning Jun 5, 2023 Federated Learning
— Unverified Over-the-Air Federated Learning in Satellite systems Jun 5, 2023 Earth Observation Federated Learning
— Unverified A Privacy-Preserving Federated Learning Approach for Kernel methods Jun 5, 2023 Federated Learning Privacy Preserving
— Unverified Jammer classification with Federated Learning Jun 5, 2023 Classification Federated Learning
— Unverified Confidence-based federated distillation for vision-based lane-centering Jun 5, 2023 Autonomous Driving Federated Learning
— Unverified Personalized Federated Domain Adaptation for Item-to-Item Recommendation Jun 5, 2023 Domain Adaptation Federated Learning
— Unverified Improving Accelerated Federated Learning with Compression and Importance Sampling Jun 5, 2023 Federated Learning
— Unverified Cross-Modal Vertical Federated Learning for MRI Reconstruction Jun 5, 2023 Disentanglement Federated Learning
— Unverified Riemannian Low-Rank Model Compression for Federated Learning with Over-the-Air Aggregation Jun 4, 2023 Federated Learning Model Compression
— Unverified Resilient Constrained Learning Jun 4, 2023 Fairness Federated Learning
— Unverified A Peer-to-peer Federated Continual Learning Network for Improving CT Imaging from Multiple Institutions Jun 3, 2023 Computed Tomography (CT) Continual Learning
— Unverified Over-the-Air Federated Learning In Broadband Communication Jun 3, 2023 Federated Learning Privacy Preserving
— Unverified DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation Jun 3, 2023 Federated Learning
— Unverified Federated Domain Generalization: A Survey Jun 2, 2023 Domain Adaptation Domain Generalization
— Unverified Decentralized Federated Learning: A Survey and Perspective Jun 2, 2023 Federated Learning Survey
— Unverified Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations Jun 2, 2023 Federated Learning
— Unverified Federated Learning of Models Pre-Trained on Different Features with Consensus Graphs Jun 2, 2023 Federated Learning Time Series
Code Code Available On Knowledge Editing in Federated Learning: Perspectives, Challenges, and Future Directions Jun 2, 2023 Federated Learning knowledge editing
— Unverified Beta Thalassemia Carriers detection empowered federated Learning Jun 2, 2023 Federated Learning
— Unverified Covert Communication Based on the Poisoning Attack in Federated Learning Jun 2, 2023 Computer Security Federated Learning
— Unverified FACT: Federated Adversarial Cross Training Jun 1, 2023 Domain Adaptation Federated Learning
Code Code Available RHFedMTL: Resource-Aware Hierarchical Federated Multi-Task Learning Jun 1, 2023 Federated Learning Multi-Task Learning
— Unverified Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging Jun 1, 2023 Federated Learning Prompt Learning
— Unverified Towards Bias Correction of FedAvg over Nonuniform and Time-Varying Communications Jun 1, 2023 Federated Learning
— Unverified Learning Across Decentralized Multi-Modal Remote Sensing Archives with Federated Learning Jun 1, 2023 Federated Learning image-classification
— Unverified Byzantine-Robust Clustered Federated Learning Jun 1, 2023 Clustering Federated Learning
Code Code Available CRS-FL: Conditional Random Sampling for Communication-Efficient and Privacy-Preserving Federated Learning Jun 1, 2023 Federated Learning Privacy Preserving
— Unverified Federated Learning in the Presence of Adversarial Client Unavailability May 31, 2023 Federated Learning Selection bias
— Unverified FedCSD: A Federated Learning Based Approach for Code-Smell Detection May 31, 2023 Federated Learning
— Unverified Adaptive Self-Distillation for Minimizing Client Drift in Heterogeneous Federated Learning May 31, 2023 Federated Learning
— Unverified An Empirical Study of Federated Learning on IoT-Edge Devices: Resource Allocation and Heterogeneity May 31, 2023 Federated Learning
— Unverified A Federated Channel Modeling System using Generative Neural Networks May 30, 2023 Federated Learning Generative Adversarial Network
— Unverified Reducing Communication for Split Learning by Randomized Top-k Sparsification May 29, 2023 Federated Learning Quantization
— Unverified Global Layers: Non-IID Tabular Federated Learning May 29, 2023 Federated Learning
Code Code Available Deep Equilibrium Models Meet Federated Learning May 29, 2023 Federated Learning
— Unverified Partially Personalized Federated Learning: Breaking the Curse of Data Heterogeneity May 29, 2023 Federated Learning Personalized Federated Learning
— Unverified A Meta-learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning May 28, 2023 Federated Learning Meta-Learning
— Unverified Federated Empirical Risk Minimization via Second-Order Method May 27, 2023 Federated Learning quantile regression
— Unverified Channel and Gradient-Importance Aware Device Scheduling for Over-the-Air Federated Learning May 26, 2023 Federated Learning Privacy Preserving
— Unverified Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms May 26, 2023 Federated Learning Semantic Parsing
Code Code Available A Framework for Incentivized Collaborative Learning May 26, 2023 Federated Learning
— Unverified Parameter-Efficient Fine-Tuning without Introducing New Latency May 26, 2023 Federated Learning parameter-efficient fine-tuning
Code Code Available Secure Vertical Federated Learning Under Unreliable Connectivity May 26, 2023 Federated Learning Privacy Preserving
— Unverified Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices May 26, 2023 Federated Learning
— Unverified FAVANO: Federated AVeraging with Asynchronous NOdes May 25, 2023 Federated Learning
— Unverified Distributed Trust Through the Lens of Software Architecture May 25, 2023 Attribute Federated Learning
— Unverified 