NN training goes through two distinct phases: (1) reducing classification error through drift (2) optimally compressing mutual information of hidden layers through diffusion https://arxiv.org/abs/1703.00810 pic.twitter.com/He7dNY3NSv
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I’m not sure what is in the supplementary material (can’t easily find) but based on this bit, sounds like all studies were done with trivial synthetic data. If so this is a nice intro class project, not a publishable result, much less a breakthrough.pic.twitter.com/msWSGp9NM8
I might be missing something, and they also might happen to have found something real even though there’s no meaningful evidence for it here.
Should be easy to run on other data, so I'd guess they use the synthetic data only for the particular paper? Tishby has a number of presentations on this:https://www.youtube.com/watch?v=FSfN2K3tnJU …
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