Sampling-free Uncertainty Estimation in Gated Recurrent Units with Exponential Families.

Seong Jae Hwang Ronak Mehta Vikas Singh

Published in: CoRR (2018)

Keyphrases

exponential family
density estimation
maximum likelihood
parameter estimation
variational bayes
log likelihood
markov chain monte carlo
random sampling
graphical models
closed form
conditional probabilities
statistical models
monte carlo
bayesian inference
sampling algorithm
sample size
order statistics
data sets