A chain rule for the expected suprema of Gaussian processes.
Andreas MaurerPublished in: Theor. Comput. Sci. (2016)
Keyphrases
- gaussian processes
- gaussian process
- gaussian process regression
- ordinal regression
- multitask learning
- multi task learning
- gaussian process models
- hyperparameters
- covariance function
- human pose estimation
- preference learning
- relevance vector machine
- data sets
- multi task
- regression model
- model selection
- probability distribution
- machine learning