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— Unverified 0 Declarative Privacy-Preserving Inference Queries Jan 22, 2024 Federated Learning Management
— Unverified 0 Algorithm Fairness in AI for Medicine and Healthcare Oct 1, 2021 Disentanglement Fairness
— Unverified 0 A Life-long Learning Intrusion Detection System for 6G-Enabled IoV Jul 22, 2024 class-incremental learning Class Incremental Learning
— Unverified 0 A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging Jun 6, 2023 Federated Learning
— Unverified 0 Aligning Beam with Imbalanced Multi-modality: A Generative Federated Learning Approach Apr 21, 2025 Federated Learning
— Unverified 0 A Linearized Alternating Direction Multiplier Method for Federated Matrix Completion Problems Mar 17, 2025 Computational Efficiency Federated Learning
— Unverified 0 HashVFL: Defending Against Data Reconstruction Attacks in Vertical Federated Learning Dec 1, 2022 Federated Learning Reconstruction Attack
— Unverified 0 Almost Cost-Free Communication in Federated Best Arm Identification Aug 19, 2022 Federated Learning
— Unverified 0 Almost Tight Error Bounds on Differentially Private Continual Counting Nov 9, 2022 Federated Learning
— Unverified 0 -Weighted Federated Adversarial Training Sep 29, 2021 Adversarial Attack Federated Learning
— Unverified 0 A Masked Pruning Approach for Dimensionality Reduction in Communication-Efficient Federated Learning Systems Dec 6, 2023 Dimensionality Reduction Federated Learning
— Unverified 0 A Meta-learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning May 28, 2023 Federated Learning Meta-Learning
— Unverified 0 A Metamodel and Framework for AGI Aug 28, 2020 Federated Learning object-detection
— Unverified 0 A Metamodel and Framework for Artificial General Intelligence From Theory to Practice Feb 11, 2021 BIG-bench Machine Learning Federated Learning
— Unverified 0 AMI-FML: A Privacy-Preserving Federated Machine Learning Framework for AMI Sep 13, 2021 BIG-bench Machine Learning energy management
— Unverified 0 A Modified UDP for Federated Learning Packet Transmissions Aug 11, 2022 Federated Learning
— Unverified 0 (Amplified) Banded Matrix Factorization: A unified approach to private training Jun 13, 2023 Federated Learning
— Unverified 0 Amplitude-Varying Perturbation for Balancing Privacy and Utility in Federated Learning Mar 7, 2023 Federated Learning Privacy Preserving
— Unverified 0 AMSFL: Adaptive Multi-Step Federated Learning via Gradient Difference-Based Error Modeling May 27, 2025 Federated Learning
— Unverified 0 A Multi-agent Reinforcement Learning Approach for Efficient Client Selection in Federated Learning Jan 9, 2022 Federated Learning Multi-agent Reinforcement Learning
— Unverified 0 A Multi-Level Approach for Class Imbalance Problem in Federated Learning for Remote Industry 4.0 Applications Sep 24, 2024 Anomaly Detection Federated Learning
— Unverified 0 A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification Mar 13, 2025 Federated Learning image-classification
— Unverified 0 A Multi-Token Coordinate Descent Method for Semi-Decentralized Vertical Federated Learning Sep 18, 2023 Federated Learning Vertical Federated Learning
— Unverified 0 A Multivocal Literature Review on Privacy and Fairness in Federated Learning Aug 16, 2024 Fairness Federated Learning
— Unverified 0 An Adaptive Clustering Scheme for Client Selections in Communication-Efficient Federated Learning Apr 11, 2025 Federated Learning Handwritten Digit Recognition
— Unverified 0 An Adaptive Differential Privacy Method Based on Federated Learning Aug 13, 2024 Federated Learning
— Unverified 0 An advanced data fabric architecture leveraging homomorphic encryption and federated learning Feb 15, 2024 Federated Learning Medical Image Analysis
— Unverified 0 An Aggregation-Free Federated Learning for Tackling Data Heterogeneity Apr 29, 2024 Federated Learning
— Unverified 0 An Agnostic Approach to Federated Learning with Class Imbalance Sep 29, 2021 Federated Learning
— Unverified 0 Analog-digital Scheduling for Federated Learning: A Communication-Efficient Approach Feb 1, 2024 Federated Learning Quantization
— Unverified 0 Analysing the Influence of Attack Configurations on the Reconstruction of Medical Images in Federated Learning Apr 25, 2022 Federated Learning
— Unverified 0 Analysis and Optimal Edge Assignment For Hierarchical Federated Learning on Non-IID Data Dec 10, 2020 Edge-computing Federated Learning
— Unverified 0 Analysis and Optimization of Wireless Federated Learning with Data Heterogeneity Aug 4, 2023 Federated Learning Scheduling
— Unverified 0 Analysis of Error Feedback in Federated Non-Convex Optimization with Biased Compression Nov 25, 2022 Federated Learning
— Unverified 0 Analysis of regularized federated learning Nov 3, 2024 Federated Learning
— Unverified 0 Analysis of Total Variation Minimization for Clustered Federated Learning Mar 10, 2024 Clustering Federated Learning
— Unverified 0 Analytic Personalized Federated Meta-Learning Feb 10, 2025 Federated Learning Meta-Learning
— Unverified 0 Resilience in Online Federated Learning: Mitigating Model-Poisoning Attacks via Partial Sharing Mar 19, 2024 Federated Learning Model Poisoning
— Unverified 0 Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario Oct 20, 2022 Data Poisoning Federated Learning
— Unverified 0 Analyzing the vulnerabilities in SplitFed Learning: Assessing the robustness against Data Poisoning Attacks Jul 4, 2023 Data Poisoning Federated Learning
— Unverified 0 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 0 Anarchic Federated Learning Aug 23, 2021 Federated Learning
— Unverified 0 Anatomical 3D Style Transfer Enabling Efficient Federated Learning with Extremely Low Communication Costs Oct 26, 2024 Domain Generalization Federated Learning
— Unverified 0 An Auction-based Marketplace for Model Trading in Federated Learning Feb 2, 2024 Federated Learning Marketing
— Unverified 0 An Autoencoder-Based Constellation Design for AirComp in Wireless Federated Learning Apr 15, 2024 Federated Learning
— Unverified 0 An Efficiency-boosting Client Selection Scheme for Federated Learning with Fairness Guarantee Nov 3, 2020 Distributed Computing Fairness
— Unverified 0 An Efficient and Multi-private Key Secure Aggregation for Federated Learning Jun 15, 2023 Federated Learning
— Unverified 0 An Efficient and Robust System for Vertically Federated Random Forest Jan 26, 2022 Federated Learning
— Unverified 0 An Efficient Imbalance-Aware Federated Learning Approach for Wearable Healthcare with Autoregressive Ratio Observation Oct 23, 2023 Edge-computing Federated Learning
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