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federated learning

1320 papers

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Also known as

FL

Co-occurring keywords

distributed learning (563) communication efficiency (297) model aggregation (156) differential privacy (1010) knowledge distillation (3680) data heterogeneity (112) non-iid datum (109) privacy preservation (376) model compression (3283) distributed optimization (275)

Papers

Creating Coherence in Federated Non-Negative Matrix Factorization AAAI 2025
Federated Binary Matrix Factorization Using Proximal Optimization AAAI 2025
Scalable Federated One-Step Multi-View Clustering with Tensorized Regularization AAAI 2025
Capture Global Feature Statistics for One-Shot Federated Learning AAAI 2025
A New Federated Learning Framework Against Gradient Inversion Attacks AAAI 2025
PA3Fed: Period-Aware Adaptive Aggregation for Improved Federated Learning AAAI 2025
FedCFA: Alleviating Simpson’s Paradox in Model Aggregation with Counterfactual Federated Learning AAAI 2025
Diffusion-Based Active Learning for Distributed Client Manifolds AAAI 2025
FCOM: A Federated Collaborative Online Monitoring Framework via Representation Learning AAAI 2025
FedMSGL: A Self-Expressive Hypergraph Based Federated Multi-View Learning AAAI 2025
Convergence Analysis of Federated Learning Methods Using Backward Error Analysis AAAI 2025
FedCross: Intertemporal Federated Learning Under Evolutionary Games AAAI 2025
In-depth Analysis of Low-rank Matrix Factorisation in a Federated Setting AAAI 2025
Federated t-SNE and UMAP for Distributed Data Visualization AAAI 2025
WHALE-FL: Wireless and Heterogeneity Aware Latency Efficient Federated Learning over Mobile Devices via Adaptive Subnetwork Scheduling AAAI 2025
Graph Consistency and Diversity Measurement for Federated Multi-View Clustering AAAI 2025
Reinforcement Active Client Selection for Federated Heterogeneous Graph Learning AAAI 2025
Decentralized Federated Learning with Model Caching on Mobile Agents AAAI 2025
Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Models ACL 2025
GAS: Generative Activation-Aided Asynchronous Split Federated Learning AAAI 2025
First-Order Federated Bilevel Learning AAAI 2025
Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models EMNLP 2024
Gradient Coreset for Federated Learning WACV 2024
Minimizing Layerwise Activation Norm Improves Generalization in Federated Learning WACV 2024
Maximum Knowledge Orthogonality Reconstruction With Gradients in Federated Learning WACV 2024