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clustered learning

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federated learning (3) clustered federated learning (2) model aggregation (2) mean-field analysis (1) proximal update (1) model personalization (1) weight clustering (1) proximal local update (1) semi-asynchronous aggregation (1) proximal updating (1)

Papers

CSAHFL:Clustered Semi-Asynchronous Hierarchical Federated Learning for Dual-layer Non-IID in Heterogeneous Edge Computing Networks IJCAI 2025 FedCBO: Reaching Group Consensus in Clustered Federated Learning through Consensus-based Optimization JMLR 2024 Clustered Federated Learning for Heterogeneous Data (Student Abstract) AAAI 2023 FedSoft: Soft Clustered Federated Learning with Proximal Local Updating AAAI 2022 Clustered Multi-Task Learning: A Convex Formulation NeurIPS 2008