I was looking at http://mathworld.wolfram.com/FrobeniusNorm.html to see what Forbenius norm is. Intuitively speaking it seems like trying to minimize Forbenius norm is basically trying to turn the difference to be as close as a zero matrix. Right?

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Yes, that is correct.

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