Adaptive Federated Pruning in Hierarchical Wireless Networks May 15, 2023 Federated Learning Privacy Preserving
— Unverified 00 AdaptiveFL: Adaptive Heterogeneous Federated Learning for Resource-Constrained AIoT Systems Nov 22, 2023 Federated Learning
— Unverified 00 Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach Jan 14, 2020 Fairness Federated Learning
— Unverified 00 Adaptive Histogram-Based Gradient Boosted Trees for Federated Learning Dec 11, 2020 Federated Learning
— Unverified 00 Adaptive Hyper-graph Aggregation for Modality-Agnostic Federated Learning Jan 1, 2024 Federated Learning Graph Learning
— Unverified 00 Adaptive incentive for cross-silo federated learning: A multi-agent reinforcement learning approach Feb 15, 2023 Federated Learning Multi-agent Reinforcement Learning
— Unverified 00 Adaptively Weighted Averaging Over-the-Air Computation and Its Application to Distributed Gaussian Process Regression Jan 29, 2025 Federated Learning GPR
— Unverified 00 Adaptive Parameterization of Deep Learning Models for Federated Learning Feb 6, 2023 Deep Learning Federated Learning
— Unverified 00 Adaptive Personlization in Federated Learning for Highly Non-i.i.d. Data Jul 7, 2022 Clustering Federated Learning
— Unverified 00 Adaptive Prototype Knowledge Transfer for Federated Learning with Mixed Modalities and Heterogeneous Tasks Feb 6, 2025 Federated Learning Transfer Learning
— Unverified 00 Adaptive Quantization of Model Updates for Communication-Efficient Federated Learning Feb 8, 2021 Federated Learning Quantization
— Unverified 00 Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Dec 14, 2024 Federated Learning Quantization
— Unverified 00 Adaptive Rank Allocation for Federated Parameter-Efficient Fine-Tuning of Language Models Jan 24, 2025 Federated Learning parameter-efficient fine-tuning
— Unverified 00 Adaptive Scheduling for Machine Learning Tasks over Networks Jan 25, 2021 BIG-bench Machine Learning Federated Learning
— Unverified 00 Adaptive Social Metaverse Streaming based on Federated Multi-Agent Deep Reinforcement Learning Jun 19, 2025 Deep Reinforcement Learning Federated Learning
— Unverified 00 Adaptive Transmission Scheduling in Wireless Networks for Asynchronous Federated Learning Mar 2, 2021 Federated Learning Scheduling
— Unverified 00 Adaptive UAV-Assisted Hierarchical Federated Learning: Optimizing Energy, Latency, and Resilience for Dynamic Smart IoT Networks Mar 8, 2025 Disaster Response Federated Learning
— Unverified 00 AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks Mar 19, 2024 Edge-computing Federated Learning
— Unverified 00 Adapt to Adaptation: Learning to Personalize for Cross-Silo Federated Learning Sep 29, 2021 Federated Learning
— Unverified 00 AdaSplit: Adaptive Trade-offs for Resource-constrained Distributed Deep Learning Dec 2, 2021 Deep Learning Federated Learning
— Unverified 00 A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks Nov 13, 2023 class-incremental learning Class Incremental Learning
— Unverified 00 Addressing Client Drift in Federated Continual Learning with Adaptive Optimization Mar 24, 2022 Continual Learning Federated Learning
— Unverified 00 Addressing Data Heterogeneity in Federated Learning of Cox Proportional Hazards Models Jul 20, 2024 Diversity Epidemiology
— Unverified 00 Addressing Data Heterogeneity in Federated Learning with Adaptive Normalization-Free Feature Recalibration Oct 2, 2024 Federated Learning Personalized Federated Learning
— Unverified 00 Addressing Heterogeneity in Federated Learning: Challenges and Solutions for a Shared Production Environment Aug 18, 2024 Federated Learning
— Unverified 00 Addressing Heterogeneity in Federated Load Forecasting with Personalization Layers Apr 1, 2024 Federated Learning Load Forecasting
— Unverified 00 Addressing modern and practical challenges in machine learning: A survey of online federated and transfer learning Feb 7, 2022 Federated Learning Survey
— Unverified 00 Addressing Skewed Heterogeneity via Federated Prototype Rectification with Personalization Aug 15, 2024 Federated Learning
— Unverified 00 Addressing Spatial-Temporal Data Heterogeneity in Federated Continual Learning via Tail Anchor Dec 24, 2024 Continual Learning Federated Learning
— Unverified 00 A decentralized aggregation mechanism for training deep learning models using smart contract system for bank loan prediction Nov 22, 2020 Federated Learning
— Unverified 00 Decision Models for Selecting Federated Learning Architecture Patterns Apr 28, 2022 Federated Learning Management
— Unverified 00 Collaborative Distributed Machine Learning Sep 28, 2023 Federated Learning
— Unverified 00 A Differentially Private Probabilistic Framework for Modeling the Variability Across Federated Datasets of Heterogeneous Multi-View Observations Apr 15, 2022 Federated Learning
— Unverified 00 A distillation-based approach integrating continual learning and federated learning for pervasive services Sep 9, 2021 Activity Recognition Continual Learning
— Unverified 00 Towards cost-effective and resource-aware aggregation at Edge for Federated Learning Apr 16, 2022 Federated Learning
— Unverified 00 A Distributed Approach to Meteorological Predictions: Addressing Data Imbalance in Precipitation Prediction Models through Federated Learning and GANs Oct 19, 2023 Data Augmentation Federated Learning
— Unverified 00 A Distributed Computation Model Based on Federated Learning Integrates Heterogeneous models and Consortium Blockchain for Solving Time-Varying Problems Jun 28, 2023 Federated Learning
— Unverified 00 A Distributed Cubic-Regularized Newton Method for Smooth Convex Optimization over Networks Jul 7, 2020 Federated Learning
— Unverified 00 ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease Oct 23, 2023 Federated Learning Privacy Preserving
— Unverified 00 A(DP)^2SGD: Asynchronous Decentralized Parallel Stochastic Gradient Descent with Differential Privacy Aug 21, 2020 Federated Learning
— Unverified 00 AdRo-FL: Informed and Secure Client Selection for Federated Learning in the Presence of Adversarial Aggregator Jun 21, 2025 Federated Learning Privacy Preserving
— Unverified 00 Advanced Deep Learning and Large Language Models: Comprehensive Insights for Cancer Detection Mar 30, 2025 Diagnostic Federated Learning
— Unverified 00 Advanced Relay-Based Collaborative Framework for Optimizing Synchronization in Split Federated Learning over Wireless Networks Mar 18, 2025 Edge-computing Federated Learning
— Unverified 00 Advancements in Federated Learning: Models, Methods, and Privacy Feb 22, 2023 Federated Learning Privacy Preserving
— Unverified 00 Advancements of federated learning towards privacy preservation: from federated learning to split learning Nov 25, 2020 BIG-bench Machine Learning Federated Learning
— Unverified 00 Advances and Challenges in Meta-Learning: A Technical Review Jul 10, 2023 Continual Learning Domain Adaptation
— Unverified 00 Advances and Open Challenges in Federated Foundation Models Apr 23, 2024 Computational Efficiency Federated Learning
— Unverified 00 Advances in Robust Federated Learning: Heterogeneity Considerations May 16, 2024 Diversity Federated Learning
— Unverified 00 Advancing Deep Learning through Probability Engineering: A Pragmatic Paradigm for Modern AI Mar 19, 2025 Deep Learning Federated Learning
— Unverified 00 Advancing Federated Learning in 6G: A Trusted Architecture with Graph-based Analysis Sep 11, 2023 Federated Learning Graph Neural Network
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