Federated Learning with Limited Node Labels Jun 18, 2024 Federated Learning Node Classification
— Unverified 0Federated Learning with Local Differential Privacy: Trade-offs between Privacy, Utility, and Communication Feb 9, 2021 Federated Learning
— Unverified 0Federated Learning with LoRA Optimized DeiT and Multiscale Patch Embedding for Secure Eye Disease Recognition May 11, 2025 Federated Learning
— Unverified 0Federated Learning with Lossy Distributed Source Coding: Analysis and Optimization Apr 23, 2022 Federated Learning Quantization
— Unverified 0Federated Learning with Manifold Regularization and Normalized Update Reaggregation Nov 10, 2023 Federated Learning
— Unverified 0Communication-Efficient Device Scheduling for Federated Learning Using Lyapunov Optimization Mar 1, 2025 Federated Learning Scheduling
— Unverified 0Federated Learning with MMD-based Early Stopping for Adaptive GNSS Interference Classification Oct 21, 2024 Federated Learning Few-Shot Learning
— Unverified 0Federated Learning with Multi-resolution Model Broadcast May 30, 2024 Federated Learning model
— Unverified 0Communication-Efficient Device Scheduling for Federated Learning Using Stochastic Optimization Jan 19, 2022 Federated Learning Privacy Preserving
— Unverified 0FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Jun 9, 2025 Federated Learning Scheduling
— Unverified 0Heterogeneity-Aware Client Sampling: A Unified Solution for Consistent Federated Learning May 16, 2025 Federated Learning
— Unverified 0Deep Equilibrium Models Meet Federated Learning May 29, 2023 Federated Learning
— Unverified 0Federated Learning with Noisy User Feedback May 6, 2022 Federated Learning text-classification
— Unverified 0Deep Federated Anomaly Detection for Multivariate Time Series Data May 9, 2022 Anomaly Detection Constrained Clustering
— Unverified 0Federated Pruning: Improving Neural Network Efficiency with Federated Learning Sep 14, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0Federated Learning with Nonvacuous Generalisation Bounds Oct 17, 2023 Federated Learning
— Unverified 0Federated Learning with Only Positive Labels by Exploring Label Correlations Apr 24, 2024 Federated Learning Multi-Label Classification
— Unverified 0Federated Learning without Full Labels: A Survey Mar 25, 2023 Federated Learning Self-Supervised Learning
— Unverified 0Federated Learning without Revealing the Decision Boundaries Mar 1, 2021 Federated Learning Privacy Preserving
— Unverified 0Federated Learning with Partially Labeled Data: A Conditional Distillation Approach Dec 25, 2024 Federated Learning Image Segmentation
— Unverified 0Federated Quantum Machine Learning Mar 22, 2021 BIG-bench Machine Learning Federated Learning
— Unverified 0Federated Learning with Personalization Layers Dec 2, 2019 BIG-bench Machine Learning Federated Learning
— Unverified 0Federated Learning with Position-Aware Neurons Mar 28, 2022 Federated Learning Position
— Unverified 0Communication-Efficient Decentralized Federated Learning via One-Bit Compressive Sensing Aug 31, 2023 Compressive Sensing Computational Efficiency
— Unverified 0Federated Learning with Privacy-Preserving Ensemble Attention Distillation Oct 16, 2022 Federated Learning image-classification
— Unverified 0Federated Learning with Projected Trajectory Regularization Dec 22, 2023 Federated Learning
— Unverified 0Federated Learning With Quantized Global Model Updates Jun 18, 2020 Federated Learning model
— Unverified 0Federated PCA and Estimation for Spiked Covariance Matrices: Optimal Rates and Efficient Algorithm Nov 23, 2024 Federated Learning
— Unverified 0FedCC: Robust Federated Learning against Model Poisoning Attacks Dec 5, 2022 Federated Learning model
— Unverified 0Adaptive Compression-Aware Split Learning and Inference for Enhanced Network Efficiency Nov 9, 2023 Deep Learning Federated Learning
— Unverified 0Federated Learning with Regularized Client Participation Feb 7, 2023 Federated Learning
— Unverified 0Federated Learning with Relative Fairness Nov 2, 2024 Computational Efficiency Fairness
— Unverified 0Federated Learning with Research Prototypes for Multi-Center MRI-based Detection of Prostate Cancer with Diverse Histopathology Jun 11, 2022 Deep Learning Federated Learning
— Unverified 0Deep Learning Model Security: Threats and Defenses Dec 12, 2024 Data Poisoning Deep Learning
— Unverified 0Federated Learning with Sample-level Client Drift Mitigation Jan 20, 2025 Federated Learning
— Unverified 0Federated Learning with Server Learning: Enhancing Performance for Non-IID Data Oct 6, 2022 Auxiliary Learning Federated Learning
— Unverified 0A Federated Channel Modeling System using Generative Neural Networks May 30, 2023 Federated Learning Generative Adversarial Network
— Unverified 0Federated prediction for scalable and privacy-preserved knowledge-based planning in radiotherapy May 20, 2025 Federated Learning
— Unverified 0Communication-Efficient Decentralized Learning with Sparsification and Adaptive Peer Selection Feb 22, 2020 Federated Learning
— Unverified 0Federated Learning with Unbiased Gradient Aggregation and Controllable Meta Updating Oct 18, 2019 Federated Learning
— Unverified 0FedCCL: Federated Dual-Clustered Feature Contrast Under Domain Heterogeneity Apr 14, 2024 Clustering Federated Learning
— Unverified 0Deep Quality Estimation: Creating Surrogate Models for Human Quality Ratings May 17, 2022 Federated Learning Segmentation
— Unverified 0Federated Learning with Unlabeled Clients: Personalization Can Happen in Low Dimensions May 21, 2025 Federated Learning Personalized Federated Learning
— Unverified 0Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT Feb 3, 2022 Deep Reinforcement Learning Federated Learning
— Unverified 0Federated Learning with Workload Reduction through Partial Training of Client Models and Entropy-Based Data Selection Dec 30, 2024 Federated Learning Privacy Preserving
— Unverified 0Deep Reinforcement Learning-Assisted Federated Learning for Robust Short-term Utility Demand Forecasting in Electricity Wholesale Markets Jun 23, 2022 Deep Reinforcement Learning Demand Forecasting
— Unverified 0Federated Linear Contextual Bandits with Heterogeneous Clients Feb 29, 2024 All Federated Learning
— Unverified 0Deep Reinforcement Learning Based Vehicle Selection for Asynchronous Federated Learning Enabled Vehicular Edge Computing Apr 6, 2023 Deep Reinforcement Learning Edge-computing
— Unverified 0A review on different techniques used to combat the non-IID and heterogeneous nature of data in FL Jan 1, 2024 Federated Learning
— Unverified 0FedCCEA : A Practical Approach of Client Contribution Evaluation for Federated Learning Jun 4, 2021 Data Valuation Federated Learning
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