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README.md
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$$
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$$
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\( x \in \mathbb{R}^{d_{in}} \) is the input vector (or each sample in a batch).
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\( W \in \mathbb{R}^{d_{out} \times d_{in}} \) is the fixed pre-trained weight matrix.
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\( \Delta y \) is the differential update computed as:
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$$
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