conftrace_

client clustering

10 papers

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Co-occurring keywords

federated learning (1333) clustered federated learning (9) non-iid datum (109) federated bandit (3) data drift (9) soft clustering (8) clustered learning (5) proximal update (4) model personalization (44) principal angle (2)

Papers

MSCFL: Model Structure-Aware Clustered Federated Learning for System Heterogeneity and Data Drift AAAI 2026
FedCM: Client Clustering and Migration in Federated Learning via Gradient Path Similarity and Update Direction Deviation IJCAI 2025
Exploiting Label Skews in Federated Learning with Model Concatenation AAAI 2024
Federated Linear Contextual Bandits with Heterogeneous Clients AISTATS 2024
Byzantine-robust Decentralized Federated Learning via Dual-domain Clustering and Trust Bootstrapping CVPR 2024
Structured Federated Learning through Clustered Additive Modeling NIPS 2023
Optimizing the Collaboration Structure in Cross-Silo Federated Learning ICML 2023
Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces AAAI 2023
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering ICML 2022
FedSoft: Soft Clustered Federated Learning with Proximal Local Updating AAAI 2022