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Deep Learning: Difference between revisions
→Are adversarial examples inevitable?
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;Lemma (Milman & Schechtman 1986) | ;Lemma (Milman & Schechtman 1986) | ||
<math>A(\epsilon) \geq 1 - (\frac{\pi}{8})^{1/2} \exp(-\frac{d-1}{2} \epsilon^2)</math> | <math>A(\epsilon) \geq 1 - (\frac{\pi}{8})^{1/2} \exp(-\frac{d-1}{2} \epsilon^2)</math> | ||
As d goes to infinity, the right hand side goes to 1. | As d goes to infinity, the right hand side goes to 1. | ||