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a Restricted Boltzmann Machine (RBM) is a kind of artificial neural network.

1 vote

Can an RBM solve this Autoencoder example?

I'm not totally sure but yes, binary RBM models comes with a builtin regularizer. When you compare the activation value in one unit with a number sampled from a uniform distribution you're limiting th …
Felipe Cruz's user avatar
1 vote

graphical methods / deep architectures for collaborative filtering

There are some publications using auto encoders instead of RBMs. This article is really interesting: https://www.nicta.com.au/pub-download/full/8604/ There is also works on content-based recommendati …
Felipe Cruz's user avatar