Modeling multivariate profiles using Gaussian process-controlled B-splines.
Mithun GhoshYongxiang LiLi ZengZijun ZhangQiang ZhouPublished in: IISE Trans. (2021)
Keyphrases
- gaussian process
- b spline
- regression model
- gaussian processes
- gaussian process models
- gaussian process regression
- approximate inference
- model selection
- tensor product
- gaussian process classification
- sparse approximations
- basis functions
- semi supervised
- covariance function
- hyperparameters
- latent variables
- least squares
- probability distribution
- machine learning
- image reconstruction
- cross validation
- reproducing kernel hilbert space
- dynamic programming
- prior knowledge
- multiscale
- image sequences