Federated Nonparametric Hypothesis Testing with Differential Privacy Constraints: Optimal Rates and Adaptive Tests Jun 10, 2024 Federated Learning
— Unverified 0 Federated Object Detection for Quality Inspection in Shared Production Jun 30, 2023 Federated Learning Object
— Unverified 0 Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices Feb 8, 2024 Federated Learning Offline RL
— Unverified 0 Federated One-Shot Learning with Data Privacy and Objective-Hiding Apr 29, 2025 Federated Learning Information Retrieval
— Unverified 0 Federated Online Adaptation for Deep Stereo May 23, 2024 Federated Learning
— Unverified 0 A Trustworthy AIoT-enabled Localization System via Federated Learning and Blockchain Jul 8, 2024 Federated Learning Indoor Localization
— Unverified 0 Agent-oriented Joint Decision Support for Data Owners in Auction-based Federated Learning May 9, 2024 Benchmarking Federated Learning
— Unverified 0 Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment Jan 1, 2021 Federated Learning Privacy Preserving
— Unverified 0 Federated Optimization of Smooth Loss Functions Jan 6, 2022 Federated Learning
— Unverified 0 Federated Optimization with Doubly Regularized Drift Correction Apr 12, 2024 Distributed Optimization Federated Learning
— Unverified 0 Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning Sep 3, 2023 Continual Learning Federated Learning
— Unverified 0 Data-Aware Gradient Compression for FL in Communication-Constrained Mobile Computing Nov 13, 2023 Federated Learning
— Unverified 0 Federated PAC-Bayesian Learning on Non-IID data Sep 13, 2023 Federated Learning
— Unverified 0 Probably Approximately Correct Federated Learning Apr 10, 2023 Federated Learning PAC learning
— Unverified 0 Federated PCA and Estimation for Spiked Covariance Matrices: Optimal Rates and Efficient Algorithm Nov 23, 2024 Federated Learning
— Unverified 0 Federated prediction for scalable and privacy-preserved knowledge-based planning in radiotherapy May 20, 2025 Federated Learning
— Unverified 0 Federated Learning for MRI-based BrainAGE: a multicenter study on post-stroke functional outcome prediction Jun 18, 2025 Federated Learning
— Unverified 0 Federated Privacy-preserving Collaborative Filtering for On-Device Next App Prediction Feb 5, 2023 Collaborative Filtering Federated Learning
— Unverified 0 Federated Prompt-based Decision Transformer for Customized VR Services in Mobile Edge Computing System Feb 15, 2024 Edge-computing Federated Learning
— Unverified 0 DAG-ACFL: Asynchronous Clustered Federated Learning based on DAG-DLT Aug 25, 2023 Change Point Detection Federated Learning
— Unverified 0 Federated Learning for Metaverse: A Survey Mar 23, 2023 Edge-computing Federated Learning
— Unverified 0 Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI Reconstruction Aug 20, 2023 Federated Learning MRI Reconstruction
— Unverified 0 Federated Learning for Medical Image Analysis: A Survey Jun 9, 2023 Federated Learning Medical Image Analysis
— Unverified 0 Federated Quantum Machine Learning Mar 22, 2021 BIG-bench Machine Learning Federated Learning
— Unverified 0 DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning Oct 31, 2021 Federated Learning Privacy Preserving
— Unverified 0 Federated Quantum Natural Gradient Descent for Quantum Federated Learning Aug 15, 2022 Federated Learning
— Unverified 0 Federated Radio Frequency Fingerprinting with Model Transfer and Adaptation Feb 22, 2023 Federated Learning
— Unverified 0 Federated Recommendation System via Differential Privacy May 14, 2020 Federated Learning
— Unverified 0 DACFL: Dynamic Average Consensus Based Federated Learning in Decentralized Topology Nov 10, 2021 Federated Learning
— Unverified 0 Adaptive Decentralized Federated Learning in Energy and Latency Constrained Wireless Networks Mar 29, 2024 Federated Learning
— Unverified 0 Federated Reinforcement Learning for Collective Navigation of Robotic Swarms Feb 2, 2022 Deep Reinforcement Learning Federated Learning
— Unverified 0 Federated Reinforcement Learning for Resource Allocation in V2X Networks Oct 15, 2023 Federated Learning reinforcement-learning
— Unverified 0 Federated Reinforcement Learning: Techniques, Applications, and Open Challenges Aug 26, 2021 Edge-computing Federated Learning
— Unverified 0 Federated Remote Physiological Measurement with Imperfect Data Mar 11, 2022 Federated Learning Privacy Preserving
— Unverified 0 Federated Representation Learning for Automatic Speech Recognition Aug 3, 2023 Automatic Speech Recognition Federated Learning
— Unverified 0 Accelerating Split Federated Learning over Wireless Communication Networks Oct 24, 2023 Federated Learning
— Unverified 0 Federated Representation Learning via Maximal Coding Rate Reduction Oct 1, 2022 Federated Learning Representation Learning
— Unverified 0 Federated Residual Learning Mar 28, 2020 Federated Learning
— Unverified 0 Federated Retrieval-Augmented Generation: A Systematic Mapping Study May 24, 2025 Federated Learning Privacy Preserving
— Unverified 0 Federated Learning for Medical Image Classification: A Comprehensive Benchmark Apr 7, 2025 Computational Efficiency Denoising
— Unverified 0 Federated scientific machine learning for approximating functions and solving differential equations with data heterogeneity Oct 17, 2024 Federated Learning
— Unverified 0 FederatedScope: A Flexible Federated Learning Platform for Heterogeneity Apr 11, 2022 Federated Learning Hyperparameter Optimization
— Unverified 0 FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning Apr 12, 2022 Federated Learning Graph Learning
— Unverified 0 FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning Sep 1, 2023 Benchmarking Federated Learning
— Unverified 0 Federated Learning for Medical Applications: A Taxonomy, Current Trends, Challenges, and Future Research Directions Aug 5, 2022 Diagnostic Federated Learning
— Unverified 0 Towards Communication-Efficient and Privacy-Preserving Federated Representation Learning Sep 29, 2021 Contrastive Learning Federated Learning
— Unverified 0 Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis Aug 24, 2022 Contrastive Learning Federated Learning
— Unverified 0 Federated Self-supervised Domain Generalization for Label-efficient Polyp Segmentation Feb 11, 2025 Data Augmentation Domain Generalization
— Unverified 0 Federated Self-Supervised Learning for Acoustic Event Classification Mar 22, 2022 Classification Continual Learning
— Unverified 0 DABS: Data-Agnostic Backdoor attack at the Server in Federated Learning May 2, 2023 Backdoor Attack Federated Learning
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