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Dynamical Batching: How Class-Cycling Training Shapes the Internal Structure of Neural Networks

Ratier-Werbin, Nicolás et al.
arXiv (All) · Papers
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disordered-systems-and-neural-networksmachine-learningsoft-condensed-matter
We investigate whether cyclically varying the class composition of training batches can modify both the performance and the internal organization of neural networks. Motivated by nonequilibrium systems, in which cycling between related sub-goals can make switching between their solutions increasingl
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