Certified coordinate selection for high-dimensional Bayesian inversion with Laplace prior.
Rafael FlockYiqiu DongFelipe UribeOlivier ZahmPublished in: Stat. Comput. (2024)
Keyphrases
- high dimensional
- bayesian methods
- similarity search
- bayesian networks
- prior distribution
- multi dimensional
- prior probabilities
- feature selection
- prior knowledge
- low dimensional
- data driven
- bayesian model
- bayesian learning
- selection strategy
- selection algorithm
- gene expression data
- high dimensional data
- bayesian models
- data sets
- bayesian decision
- variable selection
- high dimensionality
- dimensionality reduction
- feature space
- neural network