Exponential Family Embeddings.

Maja Rudolph Francisco J. R. Ruiz Stephan Mandt David M. Blei

Published in: CoRR (2016)

Keyphrases

exponential family
maximum likelihood
log likelihood
closed form
graphical models
statistical models
mixture model

density estimation
low dimensional
missing values
vector space
variational methods
probability density function

order statistics
dimensionality reduction
high dimensional data
hidden variables
markov chain monte carlo
em algorithm

bayesian networks
high dimensional
feature vectors
information theoretic
data sets
outlier detection