Exponential Family Embeddings.
Maja RudolphFrancisco J. R. RuizStephan MandtDavid M. BleiPublished in: NIPS (2016)
Keyphrases
- exponential family
- maximum likelihood
- graphical models
- closed form
- log likelihood
- density estimation
- statistical models
- missing values
- vector space
- low dimensional
- mixture model
- variational methods
- hidden variables
- high dimensional data
- order statistics
- probability density function
- dimensionality reduction
- distance measure
- markov chain monte carlo
- bayesian networks
- em algorithm
- expectation maximization
- markov chain
- nearest neighbor
- probability distribution
- probabilistic model