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  being the input after dropout (or another regularization).
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  $$
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- A_{\text{pos}} \in \mathbb{R}^{d_{in} \times r}$ and $B_{\text{pos}} \in \mathbb{R}^{r \times d_{out}}
 
 
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  $$
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- capturing the positive contribution.
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  $$
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- A_{\text{neg}} \in \mathbb{R}^{d_{in} \times r}$ and $B_{\text{neg}} \in \mathbb{R}^{r \times d_{out}}
 
 
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  $$
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- capturing the negative contribution.
 
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  $$
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  \tau \in \mathbb{R}
 
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  being the input after dropout (or another regularization).
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  $$
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+ A_{\text{pos}} \in \mathbb{R}^{d_{in} \times r}
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+ \quad \text{and} \quad
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+ B_{\text{pos}} \in \mathbb{R}^{r \times d_{out}}
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  $$
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+ capturing the positive contribution.
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  $$
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+ A_{\text{neg}} \in \mathbb{R}^{d_{in} \times r}
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+ \quad \text{and} \quad
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+ B_{\text{neg}} \in \mathbb{R}^{r \times d_{out}}
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  $$
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+ capturing the negative contribution.
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+
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  $$
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  \tau \in \mathbb{R}