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What is the actural role of $C_{\sigma}$? #1

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JiarunLiu opened this issue Nov 30, 2021 · 1 comment
Open

What is the actural role of $C_{\sigma}$? #1

JiarunLiu opened this issue Nov 30, 2021 · 1 comment

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@JiarunLiu
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Hi, I'm recently read your paper. But i'm confuse about $C_{\sigma}$​​​​​​​​ in formula 11, which will be eliminated by ${\sigma \sqrt{2\pi}}$​​​​​. Besides, did C here is the implementation of $C_{\sigma}$​​​​​​​​? It did not use in return.
https://github.com/chengtan9907/Co-training-based_noisy-label-learning/blob/d2a0011678c37786cd85a0ad44f5ed9cff523454/losses/loss_utils.py#L34-L36

@chengtan9907
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Hi, the function is used in the paper is loss_structrue, and its corresponding subfunction is CalPairwise.

CalPairwise_t was actually used in the rebuttal phrase. I tried to change the Gaussian distribution to student-t distribution.

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