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Clipping in gradient_wrt_input #32

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jankrepl opened this issue May 28, 2020 · 0 comments
Open

Clipping in gradient_wrt_input #32

jankrepl opened this issue May 28, 2020 · 0 comments
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enhancement New feature or request

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@jankrepl
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jankrepl commented May 28, 2020 •
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Currently, we implement one "Explainable" algorithm in deepdow.explain.gradient_wrt_input. The problem is that we do not restrict the values the input can have. One solution would be to implement some projection/clipping logic that takes place after each optimizer step and thus forces the values to be in a given range.

See https://arxiv.org/pdf/1702.04782.pdf
@jankrepl jankrepl added the enhancement New feature or request label May 28, 2020
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