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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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 …
I mentioned in a different subthread- it's easy to run but hard to define the distribution over input data to do the analysis
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