A Personalized Predictive Framework for Multivariate Clinical Time Series via Adaptive Model Selection.
Zitao LiuMilos HauskrechtPublished in: CIKM (2017)
Keyphrases
- automatic model selection
- model selection
- mixture model
- regression model
- cross validation
- statistical inference
- hyperparameters
- bayesian learning
- parameter estimation
- statistical learning
- feature selection
- machine learning
- sample size
- gaussian process
- meta learning
- error estimation
- bayesian model selection
- multivariate regression
- variable selection
- active learning
- generalization error
- support vector
- bayesian networks
- multivariate time series
- adaptive filtering
- leave one out cross validation