FedGreen: Carbon-aware Federated Learning with Model Size Adaptation Apr 23, 2024 Federated Learning Model Compression
— Unverified Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application Jan 12, 2023 Data Poisoning Federated Learning
— Unverified FedGSM: Efficient Federated Learning for LEO Constellations with Gradient Staleness Mitigation Apr 17, 2023 Federated Learning
— Unverified FederatedTrust: A Solution for Trustworthy Federated Learning Feb 20, 2023 Edge-computing Fairness
— Unverified FedHAP: Federated Hashing with Global Prototypes for Cross-silo Retrieval Jul 12, 2022 Deep Hashing Federated Learning
— Unverified Federated t-SNE and UMAP for Distributed Data Visualization Dec 18, 2024 Clustering Data Visualization
— Unverified Federated Two-stage Learning with Sign-based Voting Dec 10, 2021 BIG-bench Machine Learning Federated Learning
— Unverified Federated UCBVI: Communication-Efficient Federated Regret Minimization with Heterogeneous Agents Oct 30, 2024 Federated Learning
— Unverified Federated Unbiased Learning to Rank May 11, 2021 Federated Learning Learning-To-Rank
— Unverified Federated Uncertainty-Aware Aggregation for Fundus Diabetic Retinopathy Staging Mar 23, 2023 Federated Learning
— Unverified Federated Uncertainty-Aware Learning for Distributed Hospital EHR Data Oct 27, 2019 Federated Learning
— Unverified Federated Unlearning Dec 27, 2020 Data Poisoning Federated Learning
— Unverified FedCAda: Adaptive Client-Side Optimization for Accelerated and Stable Federated Learning May 20, 2024 Federated Learning
— Unverified Federated Unlearning for Human Activity Recognition Jan 17, 2024 Activity Recognition Federated Learning
— Unverified A Federated Approach to Predict Emojis in Hindi Tweets Oct 16, 2021 Federated Learning Privacy Preserving
— Unverified Differentially Private Federated Combinatorial Bandits with Constraints Jun 27, 2022 Federated Learning Privacy Preserving
— Unverified Federated Unlearning Model Recovery in Data with Skewed Label Distributions Dec 18, 2024 Denoising Federated Learning
— Unverified Federated Unlearning via Active Forgetting Jul 7, 2023 Federated Learning Incremental Learning
— Unverified Federated Learning with Uncertainty via Distilled Predictive Distributions Jun 15, 2022 Active Learning Decision Making
— Unverified FedBWO: Enhancing Communication Efficiency in Federated Learning May 7, 2025 Federated Learning
— Unverified Federated Unlearning with Knowledge Distillation Jan 24, 2022 Federated Learning Knowledge Distillation
— Unverified Federated Unsupervised Domain Adaptation for Face Recognition Apr 9, 2022 Clustering Domain Adaptation
— Unverified A review of Federated Learning in Intrusion Detection Systems for IoT Apr 26, 2022 Federated Learning Intrusion Detection
— Unverified Federated Unsupervised Representation Learning Oct 18, 2020 Federated Learning Representation Learning
— Unverified Federated Unsupervised Semantic Segmentation May 29, 2025 Federated Learning Image Segmentation
— Unverified Differentially Private Federated Learning without Noise Addition: When is it Possible? May 6, 2024 Federated Learning Privacy Preserving
— Unverified Federated User Representation Learning Sep 27, 2019 Federated Learning Privacy Preserving
— Unverified Federated Variational Inference for Bayesian Mixture Models Feb 18, 2025 Clustering Federated Learning
— Unverified FedGraph: an Aggregation Method from Graph Perspective Oct 6, 2022 Federated Learning Tumor Segmentation
— Unverified Federated Variational Inference: Towards Improved Personalization and Generalization May 23, 2023 Bayesian Inference Federated Learning
— Unverified Federated Virtual Learning on Heterogeneous Data with Local-global Distillation Mar 4, 2023 Dataset Distillation Federated Learning
— Unverified Differentially Private Federated Learning: A Systematic Review May 14, 2024 Federated Learning Privacy Preserving
— Unverified FedBRB: An Effective Solution to the Small-to-Large Scenario in Device-Heterogeneity Federated Learning Feb 27, 2024 Federated Learning
— Unverified A Review of Federated Learning in Energy Systems Aug 20, 2022 Federated Learning
— Unverified Federated Word2Vec: Leveraging Federated Learning to Encourage Collaborative Representation Learning Apr 19, 2021 Federated Learning Representation Learning
— Unverified Federated XGBoost on Sample-Wise Non-IID Data Sep 3, 2022 Federated Learning
— Unverified FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models Oct 2, 2023 Federated Learning Privacy Preserving
— Unverified Exploring Semantic Attributes from A Foundation Model for Federated Learning of Disjoint Label Spaces Aug 29, 2022 Attribute Federated Learning
— Unverified FedBot: Enhancing Privacy in Chatbots with Federated Learning Apr 4, 2023 Chatbot Federated Learning
— Unverified Differentially Private Federated Learning of Diffusion Models for Synthetic Tabular Data Generation Dec 20, 2024 Denoising Federated Learning
— Unverified Communication-Efficient and Personalized Federated Foundation Model Fine-Tuning via Tri-Matrix Adaptation Mar 31, 2025 Federated Learning
— Unverified FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer Jun 27, 2023 class-incremental learning Class Incremental Learning
— Unverified FeDETR: a Federated Approach for Stenosis Detection in Coronary Angiography Sep 21, 2024 Federated Learning
— Unverified FedEval: A Holistic Evaluation Framework for Federated Learning Nov 19, 2020 Benchmarking Federated Learning
— Unverified FedEval-LLM: Federated Evaluation of Large Language Models on Downstream Tasks with Collective Wisdom Apr 18, 2024 Federated Learning Privacy Preserving
— Unverified FedEx: Expediting Federated Learning over Heterogeneous Mobile Devices by Overlapping and Participant Selection Jul 1, 2024 Federated Learning
— Unverified ACE: A Model Poisoning Attack on Contribution Evaluation Methods in Federated Learning May 31, 2024 Federated Learning Model Poisoning
— Unverified FedFa: A Fully Asynchronous Training Paradigm for Federated Learning Apr 17, 2024 Federated Learning
— Unverified FedGraM: Defending Against Untargeted Attacks in Federated Learning via Embedding Gram Matrix May 20, 2025 Federated Learning
— Unverified FedGraph: Federated Graph Learning with Intelligent Sampling Nov 2, 2021 Deep Reinforcement Learning Federated Learning
— Unverified 