Stepwise Model Selection for Sequence Prediction via Deep Kernel Learning.
Yao ZhangDaniel JarrettMihaela van der SchaarPublished in: CoRR (2020)
Keyphrases
- model selection
- kernel learning
- kernel matrix
- cross validation
- hyperparameters
- support vector regression
- kernel function
- regression model
- parameter estimation
- multiple kernel learning
- sample size
- kernel methods
- semi supervised
- generalization error
- feature selection
- unsupervised learning
- learning tasks
- machine learning
- gaussian process
- pairwise constraints
- data sets
- variable selection
- multi task learning
- prior knowledge
- linear combination
- generative model
- knn