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Fix svg figure to LaTex in README.md #236

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Fix svg figure to LaTex in README.md #236

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3 changes: 1 addition & 2 deletions README.md
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Expand Up @@ -41,8 +41,7 @@ training time.
To achieve this, we rewrite the backward pass of BN in terms of its output `y`, which is in turn reconstructed from `z`
by inverting the activation function.

The parametrization for the scaling factor of BN changed compared to standard BN, in order to ensure an invertible transformation. Specifically, the scaling factor becomes
<img src="./equation.svg">.
The parametrization for the scaling factor of BN changed compared to standard BN, in order to ensure an invertible transformation. Specifically, the scaling factor becomes $\hat{\gamma} = \left | \gamma \right | + \epsilon$ .

## Requirements

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