Continuous-Time Birth-Death MCMC for Bayesian Regression Tree Models.
Reza MohammadiMatthew T. PratolaMaurits KapteinPublished in: CoRR (2019)
Keyphrases
- tree models
- markov chain
- gaussian processes
- human pose estimation
- markov chain monte carlo
- posterior distribution
- posterior probability
- bayesian inference
- regression model
- tree structure
- bayesian networks
- gaussian process
- regression problems
- linear regression
- generative model
- state space
- approximate inference
- model selection
- maximum likelihood
- parameter estimation
- latent variables
- linear models
- classification trees