Poisson-Minibatching for Gibbs Sampling with Convergence Rate Guarantees.

Ruqi Zhang Christopher De Sa

Published in: CoRR (2019)

Keyphrases

convergence rate
gibbs sampling
markov chain
topic models
parameter estimation
latent dirichlet allocation
em algorithm
belief networks
approximate inference
expectation maximization
markov chain monte carlo
closed form
graphical models
exact inference
neural network
probabilistic model
co occurrence
text mining