Bayesian optimisation of Gaussian processes for identifying the deteriorating patient.
Glen Wright ColopyMarco A. F. PimentelStephen J. RobertsDavid A. CliftonPublished in: BHI (2017)
Keyphrases
- gaussian processes
- gaussian process
- bayesian approaches
- relevance vector machine
- gaussian process regression
- human pose estimation
- bayesian methods
- multi task learning
- covariance function
- hyperparameters
- preference learning
- model selection
- multi task
- feature space
- cross validation
- sample size
- gaussian process models
- upper bound