drams

4 ms·

1. 1.▲
   by drams 8y ago

   This result concerns the simulation of disease progression among untreated individuals. I'm not sure why it is relevant to mention therapeutic results...
2. 2.▲
   Unsupervised learning for comprehensive forecasting of Alzheimer’s Disease(venturebeat.com)

   2 points by drams 8y ago|2 comments
3. 3.▲
   by drams 8y ago

   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). There are other NN models which use feed-forward NNs to
4. 4.▲
   by drams 8y ago

   See the comment above.
5. 5.▲
   by drams 8y ago

   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://github.com/
6. 6.▲
   by drams 8y ago

   No worries! :)
7. 7.▲
   by drams 8y ago

   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 generative models which allow us to 1. model multimodal data eas
8. 8.▲
   by drams 8y ago

   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 by the RBM, not raw data samples. Secondly the RBM is tra