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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 2:

Results for NoisySGD on the Adult income dataset. The ε parameters are with respect to δ = 10−5.

Models Epochs Test accuracy (%) CLT μ CLT ε MA ε
private networks 18 84.0 2.03 10.20 14.70
non-private networks 20 84.5 — — —
kNN [15] — 79.7 — — —
naive Bayes — 83.9 — — —
voted ID3 [49] — 84.4 — — —
C4.5 [50] — 84.5 — — —