Relationship between PreTraining and Maximum Likelihood Estimation in Deep Boltzmann Machines.
Muneki YasudaPublished in: AISTATS (2016)
Keyphrases
- maximum likelihood estimation
- boltzmann machine
- boltzmann machines
- maximum likelihood
- em algorithm
- partition function
- parameter estimation
- probability distribution
- expectation maximization
- density function
- random variables
- learning tasks
- deep learning
- generative model
- undirected graphical models
- higher order
- similarity measure