Federated Low-Rank Tensor Estimation for Multimodal Image Reconstruction Feb 4, 2025 Federated Learning Image Reconstruction
— Unverified 0Deep Transfer Hashing for Adaptive Learning on Federated Streaming Data Sep 19, 2024 Computational Efficiency Federated Learning
— Unverified 0Federated Semi-supervised Learning for Medical Image Segmentation with intra-client and inter-client Consistency Mar 19, 2024 Data Augmentation Federated Learning
— Unverified 0Federated X-armed Bandit with Flexible Personalisation Sep 11, 2024 Federated Learning
— Unverified 0Federated Meta Learning Enhanced Acoustic Radio Cooperative Framework for Ocean of Things Underwater Acoustic Communications May 24, 2021 ARC Federated Learning
— Unverified 0Federated Meta-Learning for Few-Shot Fault Diagnosis with Representation Encoding Oct 13, 2023 Diagnostic Fault Diagnosis
— Unverified 0FedCC: Robust Federated Learning against Model Poisoning Attacks Dec 5, 2022 Federated Learning model
— Unverified 0A Federated Channel Modeling System using Generative Neural Networks May 30, 2023 Federated Learning Generative Adversarial Network
— Unverified 0Federated Semi-Supervised Learning for COVID Region Segmentation in Chest CT using Multi-National Data from China, Italy, Japan Nov 23, 2020 Federated Learning Management
— Unverified 0Communication-Efficient Decentralized Learning with Sparsification and Adaptive Peer Selection Feb 22, 2020 Federated Learning
— Unverified 0FedCCL: Federated Dual-Clustered Feature Contrast Under Domain Heterogeneity Apr 14, 2024 Clustering Federated Learning
— 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 0Federated Model Distillation with Noise-Free Differential Privacy Sep 11, 2020 Federated Learning
— Unverified 0Federated Model Heterogeneous Matryoshka Representation Learning Jun 1, 2024 Federated Learning model
— Unverified 0FedCCEA : A Practical Approach of Client Contribution Evaluation for Federated Learning Jun 4, 2021 Data Valuation Federated Learning
— Unverified 0Bad-PFL: Exploring Backdoor Attacks against Personalized Federated Learning Jan 22, 2025 Federated Learning Personalized Federated Learning
— Unverified 0Federated Multi-Agent Actor-Critic Learning for Age Sensitive Mobile Edge Computing Dec 28, 2020 Deep Reinforcement Learning Edge-computing
— Unverified 0Federated Multi-Agent Deep Reinforcement Learning Approach via Physics-Informed Reward for Multi-Microgrid Energy Management Dec 29, 2022 Deep Reinforcement Learning energy management
— Unverified 0Federated Multi-Agent Mapping for Planetary Exploration Apr 2, 2024 Federated Learning
— Unverified 0Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction Sep 30, 2022 Federated Learning Privacy Preserving
— Unverified 0Federated Multi-Armed Bandits Under Byzantine Attacks May 9, 2022 Data Poisoning Decision Making
— Unverified 0Defending against Poisoning Backdoor Attacks on Federated Meta-learning Sep 23, 2022 Federated Learning Meta-Learning
— Unverified 0Communication-Efficient Consensus Mechanism for Federated Reinforcement Learning Jan 30, 2022 Decision Making Federated Learning
— Unverified 0Accelerating Energy-Efficient Federated Learning in Cell-Free Networks with Adaptive Quantization Dec 30, 2024 Federated Learning Quantization
— Unverified 0Federated Multi-Mini-Batch: An Efficient Training Approach to Federated Learning in Non-IID Environments Nov 13, 2020 Federated Learning
— Unverified 0BadSFL: Backdoor Attack against Scaffold Federated Learning Nov 25, 2024 Backdoor Attack Federated Learning
— Unverified 0Federated Multi-Objective Learning Oct 15, 2023 Federated Learning Multi-Task Learning
— Unverified 0Federated Semi-Supervised Learning with Class Distribution Mismatch Oct 29, 2021 Federated Learning
— Unverified 0Federated Multiple Label Hashing (FedMLH): Communication Efficient Federated Learning on Extreme Classification Tasks Oct 23, 2021 Classification Federated Learning
— Unverified 0Federated Multi-Target Domain Adaptation Aug 17, 2021 Domain Adaptation Federated Learning
— Unverified 0Batch Label Inference and Replacement Attacks in Black-Boxed Vertical Federated Learning Dec 10, 2021 Federated Learning Inference Attack
— Unverified 0FedCau: A Proactive Stop Policy for Communication and Computation Efficient Federated Learning Apr 16, 2022 Collision Avoidance Federated Learning
— Unverified 0Defending Label Inference Attacks in Split Learning under Regression Setting Aug 18, 2023 Federated Learning Privacy Preserving
— Unverified 0Communication Efficient ConFederated Learning: An Event-Triggered SAGA Approach Feb 28, 2024 Federated Learning
— Unverified 0Federated Multi-View Learning for Private Medical Data Integration and Analysis May 4, 2021 Data Integration Federated Learning
— Unverified 0Federated Multi-view Matrix Factorization for Personalized Recommendations Apr 8, 2020 Federated Learning
— Unverified 0Federated Multi-View Synthesizing for Metaverse Dec 18, 2023 Domain Adaptation Federated Learning
— Unverified 0FedCAT: Towards Accurate Federated Learning via Device Concatenation Feb 23, 2022 Federated Learning
— Unverified 0Communication-Efficient Byzantine-Resilient Federated Zero-Order Optimization Jun 20, 2024 Federated Learning
— Unverified 0A Review of Privacy-preserving Federated Learning for the Internet-of-Things Apr 24, 2020 BIG-bench Machine Learning Federated Learning
— Unverified 0Federated Nearest Neighbor Machine Translation Feb 23, 2023 Federated Learning Machine Translation
— Unverified 0Federated Neural Architecture Search with Model-Agnostic Meta Learning Apr 8, 2025 Federated Learning Meta-Learning
— Unverified 0Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Models Oct 16, 2024 Decoder Federated Learning
— Unverified 0Federated Neural Compression Under Heterogeneous Data May 25, 2023 Federated Learning Personalized Federated Learning
— Unverified 0DeFTA: A Plug-and-Play Decentralized Replacement for FedAvg Apr 6, 2022 Federated Learning
— Unverified 0FedCanon: Non-Convex Composite Federated Learning with Efficient Proximal Operation on Heterogeneous Data Apr 16, 2025 Computational Efficiency Federated Learning
— Unverified 0FederatedNILM: A Distributed and Privacy-preserving Framework for Non-intrusive Load Monitoring based on Federated Deep Learning Aug 8, 2021 Deep Learning 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-Aware Hierarchical Federated Learning Mar 22, 2023 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
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