more boring typos
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@@ -381,7 +381,7 @@ $$
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or, in terms of weights and biases for each layer:
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$$
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\min_{P_{\text{hidden} }, \ P_{\text{output} }}\Big\{ \big(g_t'(x, \{ P_{\text{hidden} }, P_{\text{output} }\}) - ( -\gamma g_t(x, \{ P_{\text{hidden} }, P_{\text{output} }\}) \big)^2 \Big\}
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\min_{P_{\mathrm{hidden} }, \ P_{\mathrm{output} }}\Big\{ \big(g_t'(x, \{ P_{\mathrm{hidden} }, P_{\mathrm{output} }\}) - ( -\gamma g_t(x, \{ P_{\mathrm{hidden} }, P_{\mathrm{output} }\}) \big)^2 \Big\}
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$$
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<p>
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@@ -405,10 +405,10 @@ $$
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$$
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<p>
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or in terms of \( P_{\text{hidden} } \) and \( P_{\text{output} } \)
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or in terms of \( P_{\mathrm{hidden} } \) and \( P_{\mathrm{output} } \)
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$$
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\min_{P_{\text{hidden} }, \ P_{\text{output} }} c(x, \{P_{\text{hidden} }, P_{\text{output} }\})
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\min_{P_{\mathrm{hidden} }, \ P_{\mathrm{output} }} c(x, \{P_{\mathrm{hidden} }, P_{\mathrm{output} }\})
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$$
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<p>
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