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DP-FTRL #393

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ffuuugor opened this issue Mar 25, 2022 · 1 comment
Open

DP-FTRL #393

ffuuugor opened this issue Mar 25, 2022 · 1 comment
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enhancement New feature or request

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@ffuuugor
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DP-FTRL is a new online learning based DP algorithm proposed by team at Google in https://arxiv.org/pdf/2103.00039.pdf.

Authors claim it's superior compared to DP-SGD and also doesn't rely on privacy amplification, which is an important point in FL environment.

Based on some very crude understanding of DP-FTRL it looks like it can be seamlessly implemented using opacus primitives with minimial changes - we should consider it

@ffuuugor ffuuugor added the enhancement New feature or request label Mar 25, 2022
@JohnlNguyen
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I thought the decision to not have DP-FTRL in Opacus but rather have it in Opacus lab?

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