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data heterogeneity invariance
data heterogeneity invariance
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single-round aggregation
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gradient-free training
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analytic federated learning
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analytic learning
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non-iid data
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pre-trained model
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closed-form solution
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model aggregation
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federated learning
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Papers
AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models
CVPR 2025
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