Alpha-divergence minimization for deep Gaussian processes.
Carlos Villacampa-CalvoGonzalo Hernández-MuñozDaniel Hernández-LobatoPublished in: Int. J. Approx. Reason. (2022)
Keyphrases
- gaussian processes
- gaussian process
- ordinal regression
- multi task learning
- gaussian process regression
- relevance vector machine
- multitask learning
- covariance function
- multi task
- objective function
- preference learning
- human pose estimation
- machine learning
- hyperparameters
- model selection
- gaussian process models
- learning tasks
- closed form
- denoising
- supervised learning