Continuous-Time Birth-Death MCMC for Bayesian Regression Tree Models.
Reza MohammadiMatthew T. PratolaMaurits KapteinPublished in: J. Mach. Learn. Res. (2020)
Keyphrases
- tree models
- markov chain
- gaussian processes
- human pose estimation
- posterior distribution
- markov chain monte carlo
- posterior probability
- regression model
- bayesian inference
- probability distribution
- model selection
- tree structure
- parameter estimation
- classification trees
- bayesian framework
- hyperparameters
- linear models
- regression problems
- latent variables
- generative model
- regression trees
- bayesian networks
- maximum likelihood
- efficient learning
- object recognition