Recurrent Exponential-Family Harmoniums without Backprop-Through-Time.
Joseph G. MakinBenjamin K. DichterPhilip N. SabesPublished in: CoRR (2016)
Keyphrases
- exponential family
- maximum likelihood
- density estimation
- statistical models
- graphical models
- closed form
- log likelihood
- mixture model
- missing values
- variational methods
- probability density function
- hidden variables
- markov chain monte carlo
- order statistics
- em algorithm
- data sets
- generative model
- belief propagation
- probability distribution
- gaussian mixture model
- parameter estimation
- scoring function
- clustering algorithm