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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
The text was updated successfully, but these errors were encountered:
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
The text was updated successfully, but these errors were encountered: