Federated Nonparametric Hypothesis Testing with Differential Privacy Constraints: Optimal Rates and Adaptive Tests Jun 10, 2024 Federated Learning
— Unverified 0Federated Object Detection for Quality Inspection in Shared Production Jun 30, 2023 Federated Learning Object
— Unverified 0Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices Feb 8, 2024 Federated Learning Offline RL
— Unverified 0Federated One-Shot Learning with Data Privacy and Objective-Hiding Apr 29, 2025 Federated Learning Information Retrieval
— Unverified 0Federated Online Adaptation for Deep Stereo May 23, 2024 Federated Learning
— Unverified 0FedCanon: Non-Convex Composite Federated Learning with Efficient Proximal Operation on Heterogeneous Data Apr 16, 2025 Computational Efficiency Federated Learning
— Unverified 0A review of federated learning in renewable energy applications: Potential, challenges, and future directions Dec 18, 2023 Federated Learning Privacy Preserving
— Unverified 0Delay Optimization of a Federated Learning-based UAV-aided IoT network Feb 10, 2025 Federated Learning
— Unverified 0Federated Optimization of Smooth Loss Functions Jan 6, 2022 Federated Learning
— Unverified 0Federated Optimization with Doubly Regularized Drift Correction Apr 12, 2024 Distributed Optimization Federated Learning
— Unverified 0Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning Sep 3, 2023 Continual Learning Federated Learning
— Unverified 0Delay-Tolerant Local SGD for Efficient Distributed Training Jan 1, 2021 Federated Learning
— Unverified 0FedCALM: Conflict-aware Layer-wise Mitigation for Selective Aggregation in Deeper Personalized Federated Learning Jan 1, 2025 Federated Learning Personalized Federated Learning
— Unverified 0Probably Approximately Correct Federated Learning Apr 10, 2023 Federated Learning PAC learning
— Unverified 0Federated PCA and Estimation for Spiked Covariance Matrices: Optimal Rates and Efficient Algorithm Nov 23, 2024 Federated Learning
— Unverified 0Federated prediction for scalable and privacy-preserved knowledge-based planning in radiotherapy May 20, 2025 Federated Learning
— Unverified 0Democratising Knowledge Representation with BioCypher Dec 27, 2022 Federated Learning Knowledge Graphs
— Unverified 0Federated Privacy-preserving Collaborative Filtering for On-Device Next App Prediction Feb 5, 2023 Collaborative Filtering Federated Learning
— Unverified 0Federated Prompt-based Decision Transformer for Customized VR Services in Mobile Edge Computing System Feb 15, 2024 Edge-computing Federated Learning
— Unverified 0Democratizing AI in Africa: FL for Low-Resource Edge Devices Aug 30, 2024 Federated Learning
— Unverified 0FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler May 24, 2024 Federated Learning
— Unverified 0A Crowdsourcing Framework for On-Device Federated Learning Nov 4, 2019 Federated Learning
— Unverified 0Federated Quantum Long Short-term Memory (FedQLSTM) Dec 21, 2023 Federated Learning Quantum Machine Learning
— Unverified 0Federated Quantum Machine Learning Mar 22, 2021 BIG-bench Machine Learning Federated Learning
— Unverified 0Federated Quantum Machine Learning with Differential Privacy Oct 10, 2023 Binary Classification Federated Learning
— Unverified 0Federated Quantum Natural Gradient Descent for Quantum Federated Learning Aug 15, 2022 Federated Learning
— Unverified 0Federated Radio Frequency Fingerprinting with Model Transfer and Adaptation Feb 22, 2023 Federated Learning
— Unverified 0Federated Recommendation System via Differential Privacy May 14, 2020 Federated Learning
— Unverified 0Federated Uncertainty-Aware Learning for Distributed Hospital EHR Data Oct 27, 2019 Federated Learning
— Unverified 0Federated Unsupervised Domain Adaptation for Face Recognition Apr 9, 2022 Clustering Domain Adaptation
— Unverified 0Federated Reinforcement Learning for Collective Navigation of Robotic Swarms Feb 2, 2022 Deep Reinforcement Learning Federated Learning
— Unverified 0Federated Reinforcement Learning for Resource Allocation in V2X Networks Oct 15, 2023 Federated Learning reinforcement-learning
— Unverified 0Federated Reinforcement Learning: Techniques, Applications, and Open Challenges Aug 26, 2021 Edge-computing Federated Learning
— Unverified 0Federated Remote Physiological Measurement with Imperfect Data Mar 11, 2022 Federated Learning Privacy Preserving
— Unverified 0Federated Representation Learning for Automatic Speech Recognition Aug 3, 2023 Automatic Speech Recognition Federated Learning
— Unverified 0Depersonalized Federated Learning: Tackling Statistical Heterogeneity by Alternating Stochastic Gradient Descent Oct 7, 2022 Federated Learning
— Unverified 0Federated Representation Learning via Maximal Coding Rate Reduction Oct 1, 2022 Federated Learning Representation Learning
— Unverified 0Federated Residual Learning Mar 28, 2020 Federated Learning
— Unverified 0Federated Retrieval-Augmented Generation: A Systematic Mapping Study May 24, 2025 Federated Learning Privacy Preserving
— Unverified 0FedCAda: Adaptive Client-Side Optimization for Accelerated and Stable Federated Learning May 20, 2024 Federated Learning
— Unverified 0Federated scientific machine learning for approximating functions and solving differential equations with data heterogeneity Oct 17, 2024 Federated Learning
— Unverified 0FederatedScope: A Flexible Federated Learning Platform for Heterogeneity Apr 11, 2022 Federated Learning Hyperparameter Optimization
— Unverified 0FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning Apr 12, 2022 Federated Learning Graph Learning
— Unverified 0FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning Sep 1, 2023 Benchmarking Federated Learning
— Unverified 0Federated Select: A Primitive for Communication- and Memory-Efficient Federated Learning Aug 19, 2022 Federated Learning Privacy Preserving
— Unverified 0Towards Communication-Efficient and Privacy-Preserving Federated Representation Learning Sep 29, 2021 Contrastive Learning Federated Learning
— Unverified 0Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis Aug 24, 2022 Contrastive Learning Federated Learning
— Unverified 0Federated Self-supervised Domain Generalization for Label-efficient Polyp Segmentation Feb 11, 2025 Data Augmentation Domain Generalization
— Unverified 0Federated Self-Supervised Learning for Acoustic Event Classification Mar 22, 2022 Classification Continual Learning
— Unverified 0A Federated Approach to Predict Emojis in Hindi Tweets Oct 16, 2021 Federated Learning Privacy Preserving
— Unverified 0