post--attribution-baselines

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Hello, In the Section of **Averaging Over Multiple Baselines** the expected gradients is originally defined as the first integral as an expectation over D, and the second integral as an...

LaZzyMan

Incorrect derivative of function w.r.t. parameterized argument alpha

2

This footnote is not quite right. https://github.com/distillpub/post--attribution-baselines/blob/765dadd4c57418962cdf6056094121f630569645/public/index.html#L267-L278 `$$\gamma(\alpha)$$` is a vector, so by the multivariable chain rule, ``` $$ \frac{\delta f(\gamma(\alpha))}{\delta \alpha} = \sum_i \frac{\delta f(\gamma(\alpha))}{\delta \gamma_i} \times \frac{\delta \gamma_i(\alpha)}{\delta...

bentyeh

Review #3

1

_The following peer review was solicited as part of the Distill review process._ _**The reviewer chose to waive anonymity.** Distill offers reviewers a choice between anonymous review and offering reviews...

distillpub-reviewers

Review #2

1

_The following peer review was solicited as part of the Distill review process._ _**The reviewer chose to keep anonymity.** Distill offers reviewers a choice between anonymous review and offering reviews...

distillpub-reviewers

Review #1

1

_The following peer review was solicited as part of the Distill review process._ _**The reviewer chose to waive anonymity.** Distill offers reviewers a choice between anonymous review and offering reviews...

distillpub-reviewers