Convergence of Contrastive Divergence with Annealed Learning Rate in Exponential Family.
Bai JiangTung-Yu WuWing H. WongPublished in: CoRR (2016)
Keyphrases
- learning rate
- exponential family
- convergence rate
- convergence speed
- graphical models
- maximum likelihood
- log likelihood
- density estimation
- closed form
- learning algorithm
- missing values
- mixture model
- hidden layer
- variational methods
- differential evolution
- particle filter
- hidden variables
- markov chain monte carlo
- probability density function
- pso algorithm
- machine learning
- belief propagation
- genetic algorithm