Expressive Power and Approximation Errors of Restricted Boltzmann Machines.
Guido MontúfarJohannes RauhNihat AyPublished in: NIPS (2011)
Keyphrases
- expressive power
- restricted boltzmann machine
- first order logic
- query language
- relational algebra
- deep learning
- probabilistic graphical models
- contrastive divergence
- approximation algorithms
- deep belief networks
- learning algorithm
- hidden markov models
- semi supervised
- higher order
- database
- special case
- optical flow
- data model
- artificial intelligence
- machine learning
- neural network