Differentiating Functions of the Jacobian with Respect to the Weights

Flake, Gary William, Pearlmutter, Barak A.

Neural Information Processing Systems 

For many problems, the correct behavior of a model depends not only on its input-output mapping but also on properties of its Jacobian matrix, the matrix of partial derivatives of the model's outputs with respect to its inputs.

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