Distributed, partially collapsed MCMC for Bayesian Nonparametrics.
Kumar Avinava DubeyMichael Minyi ZhangEric P. XingSinead WilliamsonPublished in: AISTATS (2020)
Keyphrases
- posterior distribution
- markov chain monte carlo
- posterior probability
- distributed systems
- bayesian inference
- cooperative
- communication cost
- markov chain
- distributed environment
- monte carlo
- fault tolerant
- computer networks
- lightweight
- text mining
- pairwise
- bayesian networks
- learning algorithm
- mobile agents
- latent variables
- maximum likelihood
- data driven
- distributed data