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— Unverified Privatized Graph Federated Learning Mar 14, 2022 Federated Learning
— Unverified PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning May 23, 2022 Attribute Decision Making
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— Unverified Probabilistic Federated Learning of Neural Networks Incorporated with Global Posterior Information Dec 6, 2020 Federated Learning
— Unverified Probabilistic Federated Neural Matching May 1, 2019 Federated Learning General Classification
— Unverified Probabilistic Federated Prompt-Tuning with Non-IID and Imbalanced Data Feb 27, 2025 Federated Learning
— Unverified Probabilistic Inference for Learning from Untrusted Sources Jan 15, 2021 Bayesian Inference Collaborative Filtering
— Unverified Probing the Efficacy of Federated Parameter-Efficient Fine-Tuning of Vision Transformers for Medical Image Classification Jul 16, 2024 Federated Learning image-classification
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— Unverified Profit: Benchmarking Personalization and Robustness Trade-off in Federated Prompt Tuning Oct 6, 2023 Benchmarking Federated Learning
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— Unverified Progressive Size-Adaptive Federated Learning: A Comprehensive Framework for Heterogeneous Multi-Modal Data Systems Jun 24, 2025 Federated Learning Time Series
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— Unverified Promise and Peril of Collaborative Code Generation Models: Balancing Effectiveness and Memorization Sep 18, 2024 Code Generation Federated Learning
— Unverified Promoting Data and Model Privacy in Federated Learning through Quantized LoRA Jun 16, 2024 Federated Learning parameter-efficient fine-tuning
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— Unverified PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models -- Federated Learning in Age of Foundation Model Aug 24, 2022 Federated Learning
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— Unverified Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain Feb 27, 2023 Contribution Assessment Federated Learning
— Unverified Proof-of-Data: A Consensus Protocol for Collaborative Intelligence Jan 6, 2025 Fairness Federated Learning
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— Unverified Proof of Swarm Based Ensemble Learning for Federated Learning Applications Dec 28, 2022 ECG Classification Ensemble Learning
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— Unverified Protea: Client Profiling within Federated Systems using Flower Jul 3, 2022 Federated Learning GPU
— Unverified Protect Federated Learning Against Backdoor Attacks via Data-Free Trigger Generation Aug 22, 2023 Backdoor Attack Federated Learning
— Unverified Protecting Data from all Parties: Combining FHE and DP in Federated Learning May 9, 2022 All Federated Learning
— Unverified Little is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning Oct 9, 2023 Federated Learning
— Unverified Protection Against Reconstruction and Its Applications in Private Federated Learning Dec 3, 2018 Federated Learning image-classification
— Unverified ProtoFL: Unsupervised Federated Learning via Prototypical Distillation Jul 23, 2023 Federated Learning One-Class Classification
— Unverified Prototype-based Heterogeneous Federated Learning for Blade Icing Detection in Wind Turbines with Class Imbalanced Data Mar 11, 2025 Federated Learning
— Unverified Prototype-Based Layered Federated Cross-Modal Hashing Oct 27, 2022 Federated Learning Personalized Federated Learning
— Unverified Prototype Guided Federated Learning of Visual Feature Representations May 19, 2021 Federated Learning image-classification
— Unverified Prototype Helps Federated Learning: Towards Faster Convergence Mar 22, 2023 Federated Learning
— Unverified Prototype of deployment of Federated Learning with IoT devices Nov 24, 2023 Federated Learning
— Unverified Provable Federated Adversarial Learning via Min-max Optimization Sep 29, 2021 Federated Learning
— Unverified Provable Mutual Benefits from Federated Learning in Privacy-Sensitive Domains Mar 11, 2024 Federated Learning Stochastic Optimization
— Unverified Provable Privacy Advantages of Decentralized Federated Learning via Distributed Optimization Jul 12, 2024 Distributed Optimization Federated Learning
— Unverified Provable Reduction in Communication Rounds for Non-Smooth Convex Federated Learning Mar 27, 2025 Federated Learning
— Unverified Provably Doubly Accelerated Federated Learning: The First Theoretically Successful Combination of Local Training and Communication Compression Oct 24, 2022 Distributed Optimization Federated Learning
— Unverified Provably Efficient Cooperative Multi-Agent Reinforcement Learning with Function Approximation Mar 8, 2021 Federated Learning Multi-agent Reinforcement Learning
— Unverified Fair Federated Learning via Bounded Group Loss Mar 18, 2022 Fairness Federated Learning
— Unverified Provably Secure Federated Learning against Malicious Clients Feb 3, 2021 Activity Recognition Federated Learning
— Unverified 