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— Unverified Exact and Linear Convergence for Federated Learning under Arbitrary Client Participation is Attainable Mar 25, 2025 Federated Learning
— Unverified From Learning to Analytics: Improving Model Efficacy with Goal-Directed Client Selection Mar 30, 2024 Federated Learning
— Unverified From Local Patterns to Global Understanding: Cross-Stock Trend Integration for Enhanced Predictive Modeling May 22, 2025 Federated Learning Stock Price Prediction
— Unverified From Local SGD to Local Fixed-Point Methods for Federated Learning Apr 3, 2020 Federated Learning
— Unverified From Local SGD to Local Fixed Point Methods for Federated Learning Jan 1, 2020 Federated Learning
— Unverified From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning Jan 6, 2025 Federated Learning Inference Attack
— Unverified Meta Matrix Factorization for Federated Rating Predictions Oct 22, 2019 Collaborative Filtering Federated Learning
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— Unverified FSL: Federated Supermask Learning Sep 29, 2021 Federated Learning
— Unverified FRL: Federated Rank Learning Oct 8, 2021 Federated Learning
— Unverified FS-Real: Towards Real-World Cross-Device Federated Learning Mar 23, 2023 Federated Learning
— Unverified FSSUAVL: A Discriminative Framework using Vision Models for Federated Self-Supervised Audio and Image Understanding Apr 13, 2025 Contrastive Learning Federated Learning
— Unverified FTA: Stealthy and Adaptive Backdoor Attack with Flexible Triggers on Federated Learning Aug 31, 2023 Backdoor Attack Federated Learning
— Unverified Model Inversion Attack against Federated Unlearning Feb 20, 2025 Federated Learning model
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— Unverified Fundamental Limits of Hierarchical Secure Aggregation with Cyclic User Association Mar 6, 2025 Distributed Computing Federated Learning
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— Unverified Future-Proofing Medical Imaging with Privacy-Preserving Federated Learning and Uncertainty Quantification: A Review Sep 24, 2024 Federated Learning Privacy Preserving
— Unverified G^2uardFL: Safeguarding Federated Learning Against Backdoor Attacks through Attributed Client Graph Clustering Jun 8, 2023 Anomaly Detection Clustering
— Unverified GAI-Enabled Explainable Personalized Federated Semi-Supervised Learning Oct 11, 2024 Federated Learning Knowledge Distillation
— Unverified Game of Privacy: Towards Better Federated Platform Collaboration under Privacy Restriction Feb 10, 2022 Federated Learning Vertical Federated Learning
— Unverified How Can Incentives and Cut Layer Selection Influence Data Contribution in Split Federated Learning? Dec 10, 2024 Federated Learning
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— Unverified GC-Fed: Gradient Centralized Federated Learning with Partial Client Participation Mar 17, 2025 Federated Learning Image Classification
— Unverified GCFL: A Gradient Correction-based Federated Learning Framework for Privacy-preserving CPSS Jun 4, 2025 Federated Learning Privacy Preserving
— Unverified GeFL: Model-Agnostic Federated Learning with Generative Models Dec 24, 2024 Federated Learning model
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— Unverified Minimax Excess Risk of First-Order Methods for Statistical Learning with Data-Dependent Oracles Jul 10, 2023 Federated Learning parameter estimation
— Unverified Generalization in Federated Learning: A Conditional Mutual Information Framework Mar 6, 2025 Federated Learning Privacy Preserving
— Unverified Generalized and Personalized Federated Learning with Foundation Models via Orthogonal Transformations May 26, 2025 Federated Learning Personalized Federated Learning
— Unverified Generalized Policy Learning for Smart Grids: FL TRPO Approach Mar 27, 2024 energy management Federated Learning
— Unverified Generation of Synthetic Electronic Health Records Using a Federated GAN Sep 6, 2021 Federated Learning Generative Adversarial Network
— Unverified Generative AI like ChatGPT in Blockchain Federated Learning: use cases, opportunities and future Jul 25, 2024 Federated Learning
— Unverified Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning Dec 2, 2022 Data Augmentation Edge-computing
— Unverified Geographical Node Clustering and Grouping to Guarantee Data IIDness in Federated Learning Oct 21, 2024 Clustering Federated Learning
— Unverified Get Rid Of Your Trail: Remotely Erasing Backdoors in Federated Learning Apr 20, 2023 Federated Learning image-classification
— Unverified GFCL: A GRU-based Federated Continual Learning Framework against Data Poisoning Attacks in IoV Apr 23, 2022 Anomaly Detection Continual Learning
— Unverified γ-FedHT: Stepsize-Aware Hard-Threshold Gradient Compression in Federated Learning May 18, 2025 Federated Learning
— Unverified GFL: A Decentralized Federated Learning Framework Based On Blockchain Oct 21, 2020 Data Poisoning Federated Learning
— Unverified GIFAIR-FL: A Framework for Group and Individual Fairness in Federated Learning Aug 5, 2021 Fairness Federated Learning
— Unverified 