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This result concerns the simulation of disease progression among untreated individuals. I'm not sure why it is relevant to mention therapeutic results...

It's best to say that an RBM is an undirected NN which models a probability distribution of some variables. You can sample from the distribution (which is a stochastic process). Th…

See the comment above.

Yes; The following recent review article actually provides code samples: https://arxiv.org/abs/1803.08823 which use an open-source version of our software called 'paysage' ( https:…

No worries! :)

I can try. (I am a coauthor of this paper) First off, Unlearn.ai is a startup working to build new tools that make precision medicine a reality. We needed to be able to build gener…

To clarify: in the case of a BEAM both the generator and all but the top layer of the discriminator is replaced with an RBM. The adversary in this case operates on features encoded…