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renormalization group
renormalization group
PulseAugur coverage of renormalization group — every cluster mentioning renormalization group across labs, papers, and developer communities, ranked by signal.
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New RGNet architecture tackles class imbalance in fault diagnosis
Researchers have developed RGNet, a novel neural network architecture inspired by the renormalization group (RG) concept, designed to address challenges like class imbalance and multidimensional noise in machine learnin…
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MLP Networks Show Quantitative Renormalization Group Structure
Researchers have quantitatively demonstrated the analogy between deep neural network forward passes and renormalization group (RG) flows. Their study on MLP residual networks revealed that the effective rank of the resi…