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heterogeneous data distribution

4 papers

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Co-occurring keywords · papers mentioning both

federated learning (4) heterogeneous data (2) model homogeneity (1) personalized federated learning (1) personalized learning (1) local sgd (1) client personalization (1) parameter-efficient method (1) communication round (1) fairness-aware aggregation (1)

Papers

Knowledge Distillation in Federated Learning: A Practical Guide IJCAI 2024 PerFedRLNAS: One-for-All Personalized Federated Neural Architecture Search AAAI 2024 SLowcalSGD : Slow Query Points Improve Local-SGD for Stochastic Convex Optimization NeurIPS 2024 FairFed: Enabling Group Fairness in Federated Learning AAAI 2023