Geometry and expressive power of conditional restricted Boltzmann machines.
Guido MontúfarNihat AyKeyan Ghazi-ZahediPublished in: J. Mach. Learn. Res. (2015)
Keyphrases
- expressive power
- restricted boltzmann machine
- first order logic
- deep learning
- probabilistic graphical models
- query language
- relational algebra
- contrastive divergence
- learning algorithm
- deep belief networks
- conditional random fields
- semi supervised
- loopy belief propagation
- transfer learning
- graphical models
- hidden layer
- random variables
- special case