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. Author manuscript; available in PMC: 2020 Nov 27.
Published in final edited form as: Harv Data Sci Rev. 2020 Sep 30;2020(23):10.1162/99608f92.cfc5dd25. doi: 10.1162/99608f92.cfc5dd25

Table 3:

Results for NoisyAdam on the IMDB dataset, with δ = 10−5 used in the privacy analyses.

Models Epochs Test accuracy (%) CLT μ CLT ε MA ε
private networks 9 83.8 2.07 10.43 15.24
non-private networks 20 84.7 — — —
LSTM-RNN [30] 10 85.4 — — —