Stacking for Non-mixing Bayesian Computations: The Curse and Blessing of Multimodal Posteriors.
Yuling YaoAki VehtariAndrew GelmanPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- posterior distribution
- posterior probability
- bayesian inference
- model averaging
- high dimensional
- bayesian networks
- multi modal
- bayesian learning
- bayesian estimation
- probability distribution
- dimensionality reduction
- parameter estimation
- high dimensional data
- pixel wise
- combining multiple
- bayesian framework
- dimension reduction
- maximum likelihood
- multimodal interaction
- bayesian decision
- multi party
- real time
- bayesian methods
- neural network
- high dimensionality
- generative model
- data driven
- multimodal data
- bayesian analysis
- data sets