conftrace_

personalized federated learning

62 papers

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Also known as

PFL

Co-occurring keywords · papers mentioning both

federated learning (26) personalized model (14) client heterogeneity (12) model aggregation (8) model personalization (7) non-iid data (5) client-server architecture (5) data heterogeneity (5) knowledge distillation (5) representation learning (5)

Papers

Tackling Data Heterogeneity in Federated Learning with Class Prototypes AAAI 2023 ActPerFL: Active Personalized Federated Learning ACL 2022 Asynchronous Personalized Federated Learning with Irregular Clients ACML 2022 DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training ICML 2022 Factorized-FL: Personalized Federated Learning with Parameter Factorization & Similarity Matching NeurIPS 2022 Layer-Wised Model Aggregation for Personalized Federated Learning CVPR 2022 Personalized Federated Learning via Variational Bayesian Inference ICML 2022 pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning NeurIPS 2022 Exploiting Shared Representations for Personalized Federated Learning ICML 2021 Personalized Federated Learning With Gaussian Processes NeurIPS 2021 PFedAtt: Attention-based Personalized Federated Learning on Heterogeneous Clients ACML 2021 Lower Bounds and Optimal Algorithms for Personalized Federated Learning NeurIPS 2020