Project Florida: Federated Learning Made Easy Jul 21, 2023 Federated Learning Management
— Unverified 0 Promise and Peril of Collaborative Code Generation Models: Balancing Effectiveness and Memorization Sep 18, 2024 Code Generation Federated Learning
— Unverified 0 Promoting Data and Model Privacy in Federated Learning through Quantized LoRA Jun 16, 2024 Federated Learning parameter-efficient fine-tuning
— Unverified 0 Prompt-based Personalized Federated Learning for Medical Visual Question Answering Feb 15, 2024 Federated Learning Medical Visual Question Answering
— Unverified 0 PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models -- Federated Learning in Age of Foundation Model Aug 24, 2022 Federated Learning
— Unverified 0 Prompt Public Large Language Models to Synthesize Data for Private On-device Applications Apr 5, 2024 Federated Learning
— Unverified 0 Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain Feb 27, 2023 Contribution Assessment Federated Learning
— Unverified 0 Proof-of-Data: A Consensus Protocol for Collaborative Intelligence Jan 6, 2025 Fairness Federated Learning
— Unverified 0 Proof-of-Federated-Learning-Subchain: Free Partner Selection Subchain Based on Federated Learning Jul 30, 2023 Deep Learning Federated Learning
— Unverified 0 Proof of Swarm Based Ensemble Learning for Federated Learning Applications Dec 28, 2022 ECG Classification Ensemble Learning
— Unverified 0 Prophet: Proactive Candidate-Selection for Federated Learning by Predicting the Qualities of Training and Reporting Phases Feb 3, 2020 Deep Reinforcement Learning Federated Learning
— Unverified 0 Protea: Client Profiling within Federated Systems using Flower Jul 3, 2022 Federated Learning GPU
— Unverified 0 Protect Federated Learning Against Backdoor Attacks via Data-Free Trigger Generation Aug 22, 2023 Backdoor Attack Federated Learning
— Unverified 0 Protecting Data from all Parties: Combining FHE and DP in Federated Learning May 9, 2022 All Federated Learning
— Unverified 0 Little is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning Oct 9, 2023 Federated Learning
— Unverified 0 Protection Against Reconstruction and Its Applications in Private Federated Learning Dec 3, 2018 Federated Learning image-classification
— Unverified 0 ProtoFL: Unsupervised Federated Learning via Prototypical Distillation Jul 23, 2023 Federated Learning One-Class Classification
— Unverified 0 Prototype-based Heterogeneous Federated Learning for Blade Icing Detection in Wind Turbines with Class Imbalanced Data Mar 11, 2025 Federated Learning
— Unverified 0 Prototype-Based Layered Federated Cross-Modal Hashing Oct 27, 2022 Federated Learning Personalized Federated Learning
— Unverified 0 Prototype Guided Federated Learning of Visual Feature Representations May 19, 2021 Federated Learning image-classification
— Unverified 0 Prototype Helps Federated Learning: Towards Faster Convergence Mar 22, 2023 Federated Learning
— Unverified 0 Prototype of deployment of Federated Learning with IoT devices Nov 24, 2023 Federated Learning
— Unverified 0 Provable Federated Adversarial Learning via Min-max Optimization Sep 29, 2021 Federated Learning
— Unverified 0 Provable Mutual Benefits from Federated Learning in Privacy-Sensitive Domains Mar 11, 2024 Federated Learning Stochastic Optimization
— Unverified 0 Provable Privacy Advantages of Decentralized Federated Learning via Distributed Optimization Jul 12, 2024 Distributed Optimization Federated Learning
— Unverified 0 Provable Reduction in Communication Rounds for Non-Smooth Convex Federated Learning Mar 27, 2025 Federated Learning
— Unverified 0 Provably Doubly Accelerated Federated Learning: The First Theoretically Successful Combination of Local Training and Communication Compression Oct 24, 2022 Distributed Optimization Federated Learning
— Unverified 0 Provably Efficient Cooperative Multi-Agent Reinforcement Learning with Function Approximation Mar 8, 2021 Federated Learning Multi-agent Reinforcement Learning
— Unverified 0 Fair Federated Learning via Bounded Group Loss Mar 18, 2022 Fairness Federated Learning
— Unverified 0 Provably Secure Federated Learning against Malicious Clients Feb 3, 2021 Activity Recognition Federated Learning
— Unverified 0 Providing Differential Privacy for Federated Learning Over Wireless: A Cross-layer Framework Dec 5, 2024 Federated Learning
— Unverified 0 Providing Location Information at Edge Networks: A Federated Learning-Based Approach May 17, 2022 Edge-computing Federated Learning
— Unverified 0 Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Dec 3, 2024 Action Classification Action Recognition
— Unverified 0 Proximity-based Self-Federated Learning Jul 17, 2024 Edge-computing Federated Learning
— Unverified 0 ProxSkip: Yes! Local Gradient Steps Provably Lead to Communication Acceleration! Finally! Feb 18, 2022 Federated Learning
— Unverified 0 Sparse-ProxSkip: Accelerated Sparse-to-Sparse Training in Federated Learning May 31, 2024 Federated Learning
— Unverified 0 Pseudo-Data based Self-Supervised Federated Learning for Classification of Histopathological Images May 31, 2022 Contrastive Learning Diagnostic
— Unverified 0 PS-FedGAN: An Efficient Federated Learning Framework Based on Partially Shared Generative Adversarial Networks For Data Privacy May 19, 2023 Federated Learning
— Unverified 0 Public Data-Assisted Mirror Descent for Private Model Training Dec 1, 2021 Federated Learning
— Unverified 0 QA-HFL: Quality-Aware Hierarchical Federated Learning for Resource-Constrained Mobile Devices with Heterogeneous Image Quality Jun 4, 2025 Federated Learning Knowledge Distillation
— Unverified 0 QFAL: Quantum Federated Adversarial Learning Feb 28, 2025 Adversarial Attack Federated Learning
— Unverified 0 QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection Apr 3, 2024 Federated Learning Fraud Detection
— Unverified 0 QLSD: Quantised Langevin stochastic dynamics for Bayesian federated learning Jun 1, 2021 Federated Learning
— Unverified 0 QMGeo: Differentially Private Federated Learning via Stochastic Quantization with Mixed Truncated Geometric Distribution Dec 10, 2023 Federated Learning Quantization
— Unverified 0 Quadratic Functional Encryption for Secure Training in Vertical Federated Learning May 15, 2023 Federated Learning Vertical Federated Learning
— Unverified 0 Communication-Efficient Federated Learning With Data and Client Heterogeneity Jun 20, 2022 Federated Learning
— Unverified 0 QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation May 8, 2025 Benchmarking Federated Learning
— Unverified 0 Quality-Adaptive Split-Federated Learning for Segmenting Medical Images with Inaccurate Annotations Apr 28, 2023 Federated Learning Image Segmentation
— Unverified 0 Quality monitoring of federated Covid-19 lesion segmentation Dec 16, 2021 Federated Learning Lesion Segmentation
— Unverified 0 QuanCrypt-FL: Quantized Homomorphic Encryption with Pruning for Secure Federated Learning Nov 8, 2024 Computational Efficiency Federated Learning
— Unverified 0 