DistDD: Distributed Data Distillation Aggregation through Gradient Matching Oct 11, 2024 Federated Learning Neural Architecture Search
— Unverified 0 Better Generative Replay for Continual Federated Learning Feb 25, 2023 Continual Learning Federated Learning
— Unverified 0 Disentangling data distribution for Federated Learning Oct 16, 2024 Federated Learning
— Unverified 0 Beta Thalassemia Carriers detection empowered federated Learning Jun 2, 2023 Federated Learning
— Unverified 0 A Multivocal Literature Review on Privacy and Fairness in Federated Learning Aug 16, 2024 Fairness Federated Learning
— Unverified 0 Disentangled Federated Learning for Tackling Attributes Skew via Invariant Aggregation and Diversity Transferring Jun 14, 2022 Diversity Federated Learning
— Unverified 0 DISBELIEVE: Distance Between Client Models is Very Essential for Effective Local Model Poisoning Attacks Aug 14, 2023 Federated Learning Medical Image Analysis
— Unverified 0 Dirichlet-based Uncertainty Quantification for Personalized Federated Learning with Improved Posterior Networks Dec 18, 2023 Federated Learning Personalized Federated Learning
— Unverified 0 Direct Federated Neural Architecture Search Oct 13, 2020 Federated Learning Neural Architecture Search
— Unverified 0 A Multi-Token Coordinate Descent Method for Semi-Decentralized Vertical Federated Learning Sep 18, 2023 Federated Learning Vertical Federated Learning
— Unverified 0 Adaptive Scheduling for Machine Learning Tasks over Networks Jan 25, 2021 BIG-bench Machine Learning Federated Learning
— Unverified 0 Adaptive Rank Allocation for Federated Parameter-Efficient Fine-Tuning of Language Models Jan 24, 2025 Federated Learning parameter-efficient fine-tuning
— Unverified 0 DiPSeN: Differentially Private Self-normalizing Neural Networks For Adversarial Robustness in Federated Learning Jan 8, 2021 Adversarial Robustness BIG-bench Machine Learning
— Unverified 0 DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning Mar 11, 2024 Domain Generalization Federated Learning
— Unverified 0 Benchmarking Mutual Information-based Loss Functions in Federated Learning Apr 16, 2025 Benchmarking Fairness
— Unverified 0 Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation Oct 13, 2022 Federated Learning
— Unverified 0 Digital versus Analog Transmissions for Federated Learning over Wireless Networks Feb 15, 2024 Federated Learning
— Unverified 0 Benchmarking federated strategies in Peer-to-Peer Federated learning for biomedical data Feb 15, 2024 Benchmarking Federated Learning
— Unverified 0 A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification Mar 13, 2025 Federated Learning image-classification
— Unverified 0 Digital Twin-Assisted Knowledge Distillation Framework for Heterogeneous Federated Learning Mar 10, 2023 Federated Learning Knowledge Distillation
— Unverified 0 Digital Ethics in Federated Learning Oct 4, 2023 Ethics Fairness
— Unverified 0 Benchmarking Federated Machine Unlearning methods for Tabular Data Apr 1, 2025 Benchmarking Computational Efficiency
— Unverified 0 Diffusion Model-Based Data Synthesis Aided Federated Semi-Supervised Learning Jan 4, 2025 Federated Learning
— Unverified 0 Diffusion-Based Cloud-Edge-Device Collaborative Learning for Next POI Recommendations May 22, 2024 Federated 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 Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Dec 14, 2024 Federated Learning Quantization
— Unverified 0 Differentiated Federated Reinforcement Learning Based Traffic Offloading on Space-Air-Ground Integrated Networks Dec 5, 2022 Fairness Federated Learning
— Unverified 0 Differential Secrecy for Distributed Data and Applications to Robust Differentially Secure Vector Summation Feb 22, 2022 Federated Learning
— Unverified 0 Benchmarking FedAvg and FedCurv for Image Classification Tasks Mar 31, 2023 Benchmarking Classification
— Unverified 0 Differential Private Federated Transfer Learning for Mental Health Monitoring in Everyday Settings: A Case Study on Stress Detection Feb 16, 2024 Federated Learning Privacy Preserving
— 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 Differential Privacy Personalized Federated Learning Based on Dynamically Sparsified Client Updates Mar 12, 2025 Federated Learning Personalized Federated Learning
— Unverified 0 Differential Privacy Meets Federated Learning under Communication Constraints Jan 28, 2021 Federated Learning Model Compression
— Unverified 0 Differentially-Private Multi-Tier Federated Learning Jan 21, 2024 Federated Learning
— Unverified 0 Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation Aug 1, 2023 Benchmarking Brain Tumor Segmentation
— Unverified 0 Benchmarking Collaborative Learning Methods Cost-Effectiveness for Prostate Segmentation Sep 29, 2023 Benchmarking Federated Learning
— Unverified 0 AMSFL: Adaptive Multi-Step Federated Learning via Gradient Difference-Based Error Modeling May 27, 2025 Federated Learning
— Unverified 0 Adaptive Quantization of Model Updates for Communication-Efficient Federated Learning Feb 8, 2021 Federated Learning Quantization
— Unverified 0 Differential Privacy-enabled Federated Learning for Sensitive Health Data Oct 7, 2019 Federated Learning
— Unverified 0 Differential Privacy-Driven Framework for Enhancing Heart Disease Prediction Apr 25, 2025 Decision Making Disease Prediction
— Unverified 0 Differentially Private Wireless Federated Learning Using Orthogonal Sequences Jun 14, 2023 Federated Learning Privacy Preserving
— Unverified 0 Differentially Private Vertical Federated Learning Nov 13, 2022 Federated Learning Vertical Federated Learning
— Unverified 0 Behavior Mimics Distribution: Combining Individual and Group Behaviors for Federated Learning Jun 23, 2021 Federated Learning
— Unverified 0 Amplitude-Varying Perturbation for Balancing Privacy and Utility in Federated Learning Mar 7, 2023 Federated Learning Privacy Preserving
— Unverified 0 Behavioral Anomaly Detection in Distributed Systems via Federated Contrastive Learning Jun 24, 2025 Anomaly Detection Contrastive Learning
— Unverified 0 Differentially Private Secure Multi-Party Computation for Federated Learning in Financial Applications Oct 12, 2020 Federated Learning Fraud Detection
— Unverified 0 (Amplified) Banded Matrix Factorization: A unified approach to private training Jun 13, 2023 Federated Learning
— Unverified 0 Adaptive Prototype Knowledge Transfer for Federated Learning with Mixed Modalities and Heterogeneous Tasks Feb 6, 2025 Federated Learning Transfer Learning
— Unverified 0 Differentially Private Over-the-Air Federated Learning Over MIMO Fading Channels Jun 19, 2023 Federated Learning Privacy Preserving
— Unverified 0 Differentially Private Online Federated Learning with Correlated Noise Mar 25, 2024 Federated Learning
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