Federated Hyperdimensional Computing Dec 26, 2023 Contrastive Learning Federated Learning
— Unverified Federated cINN Clustering for Accurate Clustered Federated Learning Sep 4, 2023 Clustering Federated Learning
— Unverified Compressed and distributed least-squares regression: convergence rates with applications to Federated Learning Aug 2, 2023 Federated Learning regression
— Unverified FedDiSC: A Computation-efficient Federated Learning Framework for Power Systems Disturbance and Cyber Attack Discrimination Apr 7, 2023 Federated Learning Privacy Preserving
— Unverified Federated Class-Incremental Learning with Prompting Oct 13, 2023 class-incremental learning Class Incremental Learning
— Unverified A SER-based Device Selection Mechanism in Multi-bits Quantization Federated Learning Apr 20, 2024 Federated Learning Quantization
— Unverified Mitigating Data Absence in Federated Learning Using Privacy-Controllable Data Digests Oct 3, 2022 Federated Learning
— Unverified Federated Clustering: An Unsupervised Cluster-Wise Training for Decentralized Data Distributions Aug 20, 2024 Clustering Federated Learning
— Unverified Federated Matrix Factorization: Algorithm Design and Application to Data Clustering Feb 12, 2020 Clustering Federated Learning
— Unverified Compression Boosts Differentially Private Federated Learning Nov 10, 2020 Compressive Sensing Federated Learning
— Unverified Compression with Exact Error Distribution for Federated Learning Oct 31, 2023 Federated Learning
— Unverified Federated Combinatorial Multi-Agent Multi-Armed Bandits May 9, 2024 Combinatorial Optimization Data Summarization
— Unverified Federated Neural Graph Databases Feb 22, 2024 Complex Query Answering Federated Learning
— Unverified FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients Nov 16, 2023 Denoising Federated Learning
— Unverified Federated Composite Saddle Point Optimization May 25, 2023 Federated Learning
— Unverified Federated Compositional Deep AUC Maximization Apr 20, 2023 Federated Learning
— Unverified Federated Computing -- Survey on Building Blocks, Extensions and Systems Apr 3, 2024 Federated Learning Survey
— Unverified Federated Conditional Stochastic Optimization Oct 4, 2023 Distributed Optimization Federated Learning
— Unverified Communication-Efficient Federated Learning with Dual-Side Low-Rank Compression Apr 26, 2021 Federated Learning Low-rank compression
— Unverified Federated Continual 3D Segmentation With Single-round Communication Mar 19, 2025 Continual Learning Federated Learning
— Unverified Federated Continual Instruction Tuning Mar 17, 2025 Federated Learning
— Unverified Federated Continual Learning: Concepts, Challenges, and Solutions Feb 10, 2025 Continual Learning Federated Learning
— Unverified Concealing Backdoor Model Updates in Federated Learning by Trigger-Optimized Data Poisoning May 10, 2024 Backdoor Attack Data Poisoning
— Unverified Federated Continual Learning through distillation in pervasive computing Jul 17, 2022 Activity Recognition Continual Learning
— Unverified A Federated Learning Approach to Privacy Preserving Offensive Language Identification Apr 17, 2024 Federated Learning Language Identification
— Unverified FedDICE: A ransomware spread detection in a distributed integrated clinical environment using federated learning and SDN based mitigation Jun 9, 2021 Federated Learning Privacy Preserving
— Unverified Federated Continual Novel Class Learning Dec 21, 2023 Federated Learning Novel Class Discovery
— Unverified Federated Contrastive Learning for Decentralized Unlabeled Medical Images Sep 15, 2021 Contrastive Learning Data Augmentation
— Unverified Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning Feb 14, 2022 Contrastive Learning Federated Learning
— Unverified Federated Contrastive Learning for Volumetric Medical Image Segmentation Apr 23, 2022 Contrastive Learning Federated Learning
— Unverified Federated attention consistent learning models for prostate cancer diagnosis and Gleason grading Feb 13, 2023 Contrastive Learning Ethics
— Unverified Federated Contrastive Learning of Graph-Level Representations Nov 18, 2024 Clustering Contrastive Learning
— Unverified Federated Contrastive Representation Learning with Feature Fusion and Neighborhood Matching Sep 29, 2021 Contrastive Learning Federated Learning
— Unverified Federated Covariate Shift Adaptation for Missing Target Output Values Feb 28, 2023 Domain Adaptation Federated Learning
— Unverified FedDEO: Description-Enhanced One-Shot Federated Learning with Diffusion Models Jul 29, 2024 Federated Learning
— Unverified FedDef: Defense Against Gradient Leakage in Federated Learning-based Network Intrusion Detection Systems Oct 8, 2022 Adversarial Attack Federated Learning
— Unverified Federated Cubic Regularized Newton Learning with Sparsification-amplified Differential Privacy Aug 8, 2024 Federated Learning
— Unverified Federated CycleGAN for Privacy-Preserving Image-to-Image Translation Jun 17, 2021 Federated Learning Image-to-Image Translation
— Unverified Federated Cycling (FedCy): Semi-supervised Federated Learning of Surgical Phases Mar 14, 2022 Federated Learning Self-Supervised Learning
— Unverified Federated Data-Driven Kalman Filtering for State Estimation Nov 6, 2024 Autonomous Driving Autonomous Vehicles
— Unverified A Selective Homomorphic Encryption Approach for Faster Privacy-Preserving Federated Learning Jan 22, 2025 Computational Efficiency Diagnostic
— Unverified Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization May 8, 2025 Attribute Benchmarking
— Unverified Confidence-based federated distillation for vision-based lane-centering Jun 5, 2023 Autonomous Driving Federated Learning
— Unverified Privacy-Preserving Federated Deep Clustering based on GAN Nov 30, 2022 Clustering Deep Clustering
— Unverified Active Learning Solution on Distributed Edge Computing Jun 25, 2019 Active Learning Edge-computing
— Unverified Federated Learning for Hybrid Beamforming in mm-Wave Massive MIMO May 20, 2020 BIG-bench Machine Learning Federated Learning
— Unverified Federated Hypergraph Learning: Hyperedge Completion with Local Differential Privacy Aug 9, 2024 Federated Learning Graph Learning
— Unverified Federated Deep Learning with Bayesian Privacy Sep 27, 2021 Deep Learning Federated Learning
— Unverified Federated Deep Reinforcement Learning for Energy Efficient Multi-Functional RIS-Assisted Low-Earth Orbit Networks Jan 19, 2025 Deep Reinforcement Learning Federated Learning
— Unverified Communication Efficient Federated Learning with Linear Convergence on Heterogeneous Data Mar 20, 2025 Distributed Optimization Federated Learning
— Unverified 