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For statistical questions involving the Jacobian matrix (or determinant) of first partial derivatives. For purely mathematical questions about the Jacobian it is better to ask at math SE https://math.stackexchange.com/.

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Higher Order of Vectorization in Backpropagation in Neural Network

I have a question about the dimensions of a Jacobian during backpropagation. The network looks like: The forward propagation can be defined as: where g is the activation function. … However, the dimension of each part in chain rule above does not match what generalized Jacobian matrix will give us. …
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