SecureBoost Hyperparameter Tuning via Multi-Objective Federated Learning Jul 20, 2023 Federated Learning Privacy Preserving
— Unverified Communication-Efficient Federated Learning over Capacity-Limited Wireless Networks Jul 20, 2023 Federated Learning Quantization
— Unverified Boosting Federated Learning Convergence with Prototype Regularization Jul 20, 2023 Federated Learning
— Unverified Fairness-Aware Client Selection for Federated Learning Jul 20, 2023 Fairness Federated Learning
— Unverified Learner Referral for Cost-Effective Federated Learning Over Hierarchical IoT Networks Jul 19, 2023 Fairness Federated Learning
— Unverified FedBug: A Bottom-Up Gradual Unfreezing Framework for Federated Learning Jul 19, 2023 Federated Learning
Code Code Available Eliminating Label Leakage in Tree-Based Vertical Federated Learning Jul 19, 2023 Federated Learning Inference Attack
— Unverified Blockchain-Based Federated Learning: Incentivizing Data Sharing and Penalizing Dishonest Behavior Jul 19, 2023 Fairness Federated Learning
— Unverified Graph Federated Learning Based on the Decentralized Framework Jul 19, 2023 Federated Learning Graph Learning
— Unverified A Federated learning model for Electric Energy management using Blockchain Technology Jul 18, 2023 energy management Federated Learning
— Unverified Explanation-Guided Fair Federated Learning for Transparent 6G RAN Slicing Jul 18, 2023 Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
— Unverified Federated Learning for Computationally-Constrained Heterogeneous Devices: A Survey Jul 18, 2023 Federated Learning Privacy Preserving
— Unverified Integration of Large Language Models and Federated Learning Jul 18, 2023 Federated Learning Language Modelling
— Unverified Mobility-Aware Joint User Scheduling and Resource Allocation for Low Latency Federated Learning Jul 18, 2023 Federated Learning Scheduling
— Unverified FedCME: Client Matching and Classifier Exchanging to Handle Data Heterogeneity in Federated Learning Jul 17, 2023 Federated Learning
— Unverified Local or Global: Selective Knowledge Assimilation for Federated Learning with Limited Labels Jul 17, 2023 Federated Learning Pseudo Label
— Unverified A Secure Aggregation for Federated Learning on Long-Tailed Data Jul 17, 2023 Federated Learning
— Unverified Privacy-preserving patient clustering for personalized federated learning Jul 17, 2023 Clustering Federated Learning
Code Code Available DynamicFL: Balancing Communication Dynamics and Client Manipulation for Federated Learning Jul 16, 2023 Federated Learning Scheduling
— Unverified Improved Convergence Analysis and SNR Control Strategies for Federated Learning in the Presence of Noise Jul 14, 2023 Federated Learning
— Unverified Ed-Fed: A generic federated learning framework with resource-aware client selection for edge devices Jul 14, 2023 Automatic Speech Recognition Federated Learning
— Unverified Federated Learning-Empowered AI-Generated Content in Wireless Networks Jul 14, 2023 Federated Learning
— Unverified Population Expansion for Training Language Models with Private Federated Learning Jul 14, 2023 Domain Adaptation Federated Learning
— Unverified FedBIAD: Communication-Efficient and Accuracy-Guaranteed Federated Learning with Bayesian Inference-Based Adaptive Dropout Jul 14, 2023 Bayesian Inference Federated Learning
— Unverified Layer-wise Linear Mode Connectivity Jul 13, 2023 Federated Learning Linear Mode Connectivity
Code Code Available Online Distributed Learning with Quantized Finite-Time Coordination Jul 13, 2023 Federated Learning
— Unverified Tackling Computational Heterogeneity in FL: A Few Theoretical Insights Jul 12, 2023 Federated Learning
— Unverified FDAPT: Federated Domain-adaptive Pre-training for Language Models Jul 12, 2023 Computational Efficiency Federated Learning
Code Code Available Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators Jul 11, 2023 Federated Learning
— Unverified FedYolo: Augmenting Federated Learning with Pretrained Transformers Jul 10, 2023 Federated Learning
— Unverified DBFed: Debiasing Federated Learning Framework based on Domain-Independent Jul 10, 2023 Fairness Federated Learning
— Unverified Advances and Challenges in Meta-Learning: A Technical Review Jul 10, 2023 Continual Learning Domain Adaptation
— Unverified Fairness-aware Federated Minimax Optimization with Convergence Guarantee Jul 10, 2023 Fairness Federated Learning
— Unverified FedDCT: A Dynamic Cross-Tier Federated Learning Framework in Wireless Networks Jul 10, 2023 Federated Learning Privacy Preserving
— Unverified Minimax Excess Risk of First-Order Methods for Statistical Learning with Data-Dependent Oracles Jul 10, 2023 Federated Learning parameter estimation
— Unverified Federated Learning over a Wireless Network: Distributed User Selection through Random Access Jul 7, 2023 Fairness Federated Learning
— Unverified Federated Unlearning via Active Forgetting Jul 7, 2023 Federated Learning Incremental Learning
— Unverified Incentive Allocation in Vertical Federated Learning Based on Bankruptcy Problem Jul 7, 2023 Fairness Federated Learning
— Unverified Meta Federated Reinforcement Learning for Distributed Resource Allocation Jul 6, 2023 Federated Learning Meta-Learning
— Unverified Large Language Models Empowered Autonomous Edge AI for Connected Intelligence Jul 6, 2023 Code Generation Federated Learning
— Unverified FLuID: Mitigating Stragglers in Federated Learning using Invariant Dropout Jul 5, 2023 Federated Learning Model extraction
Code Code Available Towards Open Federated Learning Platforms: Survey and Vision from Technical and Legal Perspectives Jul 5, 2023 Federated Learning Survey
Code Code Available Personalized Federated Learning via Amortized Bayesian Meta-Learning Jul 5, 2023 Federated Learning Meta-Learning
— Unverified SelfFed: Self-supervised Federated Learning for Data Heterogeneity and Label Scarcity in IoMT Jul 4, 2023 Federated Learning Self-Supervised Learning
— Unverified An Analysis of Untargeted Poisoning Attack and Defense Methods for Federated Online Learning to Rank Systems Jul 4, 2023 Federated Learning Learning-To-Rank
— Unverified FedHIL: Heterogeneity Resilient Federated Learning for Robust Indoor Localization with Mobile Devices Jul 4, 2023 Federated Learning Indoor Localization
Code Code Available Analyzing the vulnerabilities in SplitFed Learning: Assessing the robustness against Data Poisoning Attacks Jul 4, 2023 Data Poisoning Federated Learning
— Unverified Over-The-Air Federated Learning: Status Quo, Open Challenges, and Future Directions Jul 3, 2023 Federated Learning
— Unverified Defending Against Poisoning Attacks in Federated Learning with Blockchain Jul 2, 2023 Federated Learning
— Unverified Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory Jul 2, 2023 class-incremental learning Class Incremental Learning
— Unverified 