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Cui K · 2026 · DOI 10.1007/s10114-026-4322-7

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Interpreting FCDNNs via RG on Exponential Family

stat.ML · 2026-05-29 · unverdicted · novelty 4.0

For exponential family data, optimal FC-DNN parameters equal the RG fixed points of the input characteristic parameters, making training equivalent to RG coarse-graining.

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  • Interpreting FCDNNs via RG on Exponential Family stat.ML · 2026-05-29 · unverdicted · none · ref 17

    For exponential family data, optimal FC-DNN parameters equal the RG fixed points of the input characteristic parameters, making training equivalent to RG coarse-graining.