Laplace Input and Output Perturbation for Differentially Private Principal Components Analysis

Figure 2

Variation of θ with different values of samples n. (a) Secom. (b) Covtype. (c) Musk. (d) Handwritten. (e) Waveform.

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(b)

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(e)