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Home/Authors/Fuzhou Gong

Fuzhou Gong

1 indexed paper

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Publications per year

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26

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Stats ML×1AI×1ML×1Probability×1

Frequent co-authors

Zigeng Xia1×

Research Timeline

2026
Interpreting FCDNNs via RG on Exponential Family

The paper establishes that the training process of fully connected deep neural networks (DNNs) on exponential family data is mathematically equivalent to performing a Renormalization Group (RG) calculation on the input data.

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Papers

stat.MLcs.AIcs.LGRecentMay 29, 2026

Interpreting FCDNNs via RG on Exponential Family

Fuzhou Gong, Zigeng Xia

The paper establishes that the training process of fully connected deep neural networks (DNNs) on exponential family data is mathematically equivalent to performing a Renormalization Group (RG) calcul…

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