Conditional Korhunen-Loéve regression model with Basis Adaptation for high-dimensional problems: uncertainty quantification and inverse modeling.
Yu-Hong YeungRamakrishna TipireddyDavid A. Barajas-SolanoAlexandre M. TartakovskyPublished in: CoRR (2023)
Keyphrases
- predictor variables
- regression model
- high dimensional problems
- prediction intervals
- survival analysis
- regression analysis
- response variable
- model selection
- high dimensional
- linear regression model
- dimension reduction
- regression methods
- explanatory variables
- gaussian process
- linear model
- regression trees
- independent variables
- interval valued data
- support vector regression
- prediction model
- conditional probabilities
- generalized linear models
- neural network
- kernel regression
- text classification
- least squares
- probability distribution
- preprocessing
- object recognition
- pattern recognition