Sparse multi-output Gaussian processes for online medical time series prediction.
Li-Fang ChengBianca DumitrascuGregory DarnellCorey ChiversMichael DraugelisKai LiBarbara E. EngelhardtPublished in: BMC Medical Informatics Decis. Mak. (2020)
Keyphrases
- gaussian processes
- covariance function
- relevance vector machine
- gaussian process
- gaussian process regression
- non stationary
- multi task learning
- gaussian process models
- preference learning
- hyperparameters
- high dimensional
- artificial neural networks
- human pose estimation
- machine learning
- multi task
- closed form
- maximum likelihood
- input data
- markov random field
- higher order
- learning algorithm