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I was asked to find the Hessian of the following function:

$$ f(X,Y) = \frac{1}{2}|| M - XY^T||_F^2$$ where $X$ is a $m \times r$ matrix and $Y$ is a $n \times r$ function.

$||z||_F$ is defined for an $ l \times k$ matrix as:

$$ ||z||_F = \sqrt {\sum_{i=1}^l \sum_{j=1}^k Z_{ij}^2}$$

It's a part of an exercise from some course that I haven't covered. I haven't found any resources that helps me to solve this problem. Any help, references will be greatly appreciated.

  • 1
    What do you mean by "$n \times r$ function"? Is $Y$ also a matrix, like $X$? And also what is $M$?2017-03-15

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