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Sparsity Preserving DP-SGD in TF Privacy [2 of 5] #574

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merged 1 commit into from
Jul 22, 2024

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@copybara-service copybara-service bot commented Jul 1, 2024

Sparsity Preserving DP-SGD in TF Privacy [2 of 5]

Adds sparse noise utilities to privately select sparse indices from contribution counts.

See https://research.google/blog/sparsity-preserving-differentially-private-training/ for more details on the algorithm.

@copybara-service copybara-service bot force-pushed the cl/648402433 branch 23 times, most recently from 83d454d to 24814bb Compare July 2, 2024 19:06
@copybara-service copybara-service bot force-pushed the cl/648402433 branch 3 times, most recently from fd7b7fb to 4df19b2 Compare July 15, 2024 22:51
@copybara-service copybara-service bot changed the title Sparsity Preserving DP-SGD in TF Privacy [2 of 4] Sparsity Preserving DP-SGD in TF Privacy [2 of 5] Jul 15, 2024
@copybara-service copybara-service bot force-pushed the cl/648402433 branch 3 times, most recently from a0a52f5 to b58dfbb Compare July 22, 2024 16:04
Adds sparse noise utilities to privately select sparse indices from contribution counts.

See https://research.google/blog/sparsity-preserving-differentially-private-training/ for more details on the algorithm.

PiperOrigin-RevId: 654782588
@copybara-service copybara-service bot merged commit 8747858 into master Jul 22, 2024
@copybara-service copybara-service bot deleted the cl/648402433 branch July 22, 2024 16:25
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