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tabular data/ 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. Does it also work on tabular data?
  2. Is it possible to identify the noisy instances (return the noisy IDs or the clean set)?

Thanks!

nazaretl avatar May 09 '22 08:05 nazaretl

Self-supervision for tabular data is hard. If you manage to get one, C2D ought to work. As for identification of noisy instances, you can just try to run inference on training set: the samples with high loss are likely to be noisy.

Randl avatar May 25 '22 16:05 Randl