conftrace_

clustered federated learning

9 papers

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Also known as

CFL

Co-occurring keywords · papers mentioning both

client clustering (3) federated learning (3) clustered learning (2) model aggregation (2) universal expert (1) consensus-based optimization (1) mean-field analysis (1) proximal update (1) wake word detection (1) model personalization (1)

Papers

MSCFL: Model Structure-Aware Clustered Federated Learning for System Heterogeneity and Data Drift AAAI 2026 Distilling A Universal Expert from Clustered Federated Learning IJCAI 2025 EBS-CFL: Efficient and Byzantine-robust Secure Clustered Federated Learning AAAI 2025 FedCBO: Reaching Group Consensus in Clustered Federated Learning through Consensus-based Optimization JMLR 2024 Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces AAAI 2023 Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning WACV 2023 Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks Interspeech 2022 FedSoft: Soft Clustered Federated Learning with Proximal Local Updating AAAI 2022 An Efficient Framework for Clustered Federated Learning NeurIPS 2020