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— Unverified LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy Jul 31, 2020 Federated Learning
— Unverified LEAF: A Benchmark for Federated Settings May 16, 2019 Autonomous Vehicles Benchmarking
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— Unverified Learning Across Decentralized Multi-Modal Remote Sensing Archives with Federated Learning Jun 1, 2023 Federated Learning image-classification
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— Unverified Learning Cautiously in Federated Learning with Noisy and Heterogeneous Clients Apr 6, 2023 Federated Learning
— Unverified Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Apr 20, 2025 Federated Learning
— Unverified Learning discrete distributions: user vs item-level privacy Jul 27, 2020 Federated Learning
— Unverified Learning Driver Models for Automated Vehicles via Knowledge Sharing and Personalization Aug 31, 2023 Federated Learning Management
— Unverified Learning Federated Representations and Recommendations with Limited Negatives Aug 18, 2021 Federated Learning Privacy Preserving
— Unverified Learning From Drift: Federated Learning on Non-IID Data via Drift Regularization Sep 13, 2023 Federated Learning
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— Unverified Learning Personalized Brain Functional Connectivity of MDD Patients from Multiple Sites via Federated Bayesian Networks Jan 6, 2023 Federated Learning Functional Connectivity
— Unverified Learnings from Federated Learning in the Real world Feb 8, 2022 Federated Learning Natural Language Understanding
— Unverified Learning To Collaborate in Decentralized Learning of Personalized Models Jan 1, 2022 Federated Learning image-classification
— Unverified Learning to Detect Malicious Clients for Robust Federated Learning Feb 1, 2020 Federated Learning image-classification
— Unverified Learning to Generate Image Embeddings with User-level Differential Privacy Nov 20, 2022 Federated Learning image-classification
— Unverified Learning Tokenization in Private Federated Learning with Sub-Word Model Sampling Nov 16, 2021 Federated Learning Language Modeling
— Unverified Learning Underrepresented Classes from Decentralized Partially Labeled Medical Images Jun 30, 2022 Federated Learning Object Recognition
— Unverified Generalization Bounds for Noisy Iterative Algorithms Using Properties of Additive Noise Channels Feb 5, 2021 Federated Learning Generalization Bounds
— Unverified Learning while Respecting Privacy and Robustness to Distributional Uncertainties and Adversarial Data Jul 7, 2020 Federated Learning
— Unverified Learn More by Using Less: Distributed Learning with Energy-Constrained Devices Dec 3, 2024 Federated Learning Privacy Preserving
— Unverified Learn to Forget: Machine Unlearning via Neuron Masking Mar 24, 2020 BIG-bench Machine Learning Federated Learning
— Unverified LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning Jul 26, 2021 Federated Learning
— Unverified LEGO: Language Model Building Blocks Oct 23, 2024 Federated Learning Language Modeling
— Unverified LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning May 3, 2023 feature selection Federated Learning
— Unverified Let's Focus: Focused Backdoor Attack against Federated Transfer Learning Apr 30, 2024 Backdoor Attack Dataset Distillation
— Unverified Leveraging Centric Data Federated Learning Using Blockchain For Integrity Assurance Jun 9, 2022 Federated Learning User Simulation
— Unverified Leveraging feature communication in federated learning for remote sensing image classification Mar 20, 2024 Classification Federated Learning
— Unverified Leveraging Federated Learning and Edge Computing for Recommendation Systems within Cloud Computing Networks Mar 5, 2024 Cloud Computing Deep Reinforcement Learning
— Unverified Leveraging Federated Learning for Automatic Detection of Clopidogrel Treatment Failures Mar 5, 2024 Federated Learning Privacy Preserving
— Unverified Leveraging Foundation Models for Efficient Federated Learning in Resource-restricted Edge Networks Sep 14, 2024 Data-free Knowledge Distillation Federated Learning
— Unverified Leveraging Foundation Models for Multi-modal Federated Learning with Incomplete Modality Jun 16, 2024 Federated Learning Image-text Classification
— Unverified Leveraging Foundation Models to Improve Lightweight Clients in Federated Learning Nov 14, 2023 Federated Learning
— Unverified Leveraging Function Space Aggregation for Federated Learning at Scale Nov 17, 2023 Distributed Optimization Federated Learning
— Unverified Incentivising the federation: gradient-based metrics for data selection and valuation in private decentralised training May 4, 2023 Federated Learning
— Unverified 