conftrace_

one-shot federated learning

3 papers

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Co-occurring keywords

data heterogeneity (115) one-shot learning (233) federated learning (1333) feature augmentation (65) statistical heterogeneity (13) model ensembling (51) federated clustering (4) communication efficiency (297) model fusion (72) model aggregation (156)

Papers

FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion NIPS 2024
Revisiting Ensembling in One-Shot Federated Learning NIPS 2024
Heterogeneity for the Win: One-Shot Federated Clustering ICML 2021