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🏢 University of Chile

Symmetries in Overparametrized Neural Networks: A Mean Field View
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AI Theory Optimization 🏢 University of Chile
Overparametrized neural networks’ learning dynamics are analyzed under data symmetries using mean-field theory, revealing that data augmentation, feature averaging, and equivariant architectures asymp…