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CIFAR-10 dataset in pipeline #3

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philswatton opened this issue Dec 1, 2022 · 3 comments
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CIFAR-10 dataset in pipeline #3

philswatton opened this issue Dec 1, 2022 · 3 comments
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@philswatton
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  • add CIFAR-10 to pipeline
  • add generating target-surrogate pairs to pipeline
    • for targets, subset from CIFAR-10
    • for surrogates, apply transformations
      • removal of examples
      • data augmentation
      • both together
@philswatton
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First step: establishing the simplest dataset modifications. Where A is the target dataset and B is the surrogate dataset:

  • Create A, copy into B, remove examples from B
  • Create A, copy into B, remove examples from A

Once this is done, work out:

  • Create A, copy into B, remove (non-overlapping) examples from A and B

@philswatton
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#9 implements the simple case of removing examples from one but not both of A and B

@philswatton
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With #30 done, this issue is now complete

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