Comment by RSchaeffer

IIRC, his "Bayesian interpretation of the noise" actually shows that dropout performs approximate integration over model parameters. As he says, dropout doesn't work because of the noise but despite the noise.

https://youtu.be/3ONLxYeM1Sc?t=19m21s