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Why is ATS differentiable? #5

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kaikai23 opened this issue Jan 8, 2023 · 3 comments
Open

Why is ATS differentiable? #5

kaikai23 opened this issue Jan 8, 2023 · 3 comments

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@kaikai23
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kaikai23 commented Jan 8, 2023

Hi, may I ask why is the ATS differentiable?

In my understanding, because the CDF function (equation (4) in the paper) is piecewise constant, the inverse of CDF (equation (5) in the paper) is also piecewise constant and thus is not differentiable. Did I miss something?

Thank you in advance!

@Andyyoung0507
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It uses the Gumble-softmax to make propagation come true.

@nhw649
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nhw649 commented Jun 1, 2023

It uses the Gumble-softmax to make propagation come true.

May I ask on which line of the code is it

@lijun2005
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It uses the Gumble-softmax to make propagation come true.

May I ask on which line of the code is it

I am also confused about this.

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