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Setting of hyperparameter α #5

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Abel-love-Dirichlet opened this issue Dec 4, 2024 · 2 comments
Open

Setting of hyperparameter α #5

Abel-love-Dirichlet opened this issue Dec 4, 2024 · 2 comments

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@Abel-love-Dirichlet
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Hello, thank you for sharing the code of your valuable work!
In my understanding, the paper calculates HyperCD using a fixed parameter of α to reduce computational complexity. I noticed that your paper explores the impact of alpha on training effectiveness, and it seems that the alpha value in your code is set to 1. May I ask if the parameter α needs to be manually adjusted by oneself?

@ark1234
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ark1234 commented Dec 16, 2024

Hi, sorry for the late reply, the different parameter α will give you diffirent performance. The 1 we are using is a simple grid search one, you can use it or any other number that suit for your case, hope it works.
please let me know if you need further help!

@Abel-love-Dirichlet
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Okay, I understand, thank you very much!

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