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About Rank #8

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IvyYZ opened this issue May 11, 2021 · 2 comments
Open

About Rank #8

IvyYZ opened this issue May 11, 2021 · 2 comments

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@IvyYZ
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IvyYZ commented May 11, 2021

Thank you for your excellent work.
And then I have a question, can we replace the kernel norm by just taking the rank of the matrix, and then making its rank as close to the class as possible.

@cuishuhao
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I do not think so for 2 reasons.

  1. The calculation of matrix rank is NP-hard problem. It is difficult to limit the rank.
  2. Rank denotes prediction diversity as shown in the paper, simply restricting diversity will ignores prediction discriminability.

@IvyYZ
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IvyYZ commented May 12, 2021

Thank you for your reply

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