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new datasets/ noisy instances

Open nazaretl opened this issue 2 years ago • 1 comments

Hi, thanks for sharing your implementation. I have two questions about it:

  1. Is the code tailored to the datasets used in the paper or can one apply it to any data?
  2. Is it possible to identify the noisy instances (return the noisy IDs or the clean set)?

Thanks!

nazaretl avatar May 09 '22 12:05 nazaretl

Hi,

Sorry for the huge delay. The code works for general dataset. Our method does not have the capability for idetifying the clean set. However, we prove that training with DMI loss on noisy label is equivalent to vanilla ERM on clean set.

Newbeeer avatar Feb 28 '23 04:02 Newbeeer