Sparse Spectrum Warped Input Measures for Nonstationary Kernel Learning.
Anthony TompkinsRafael OliveiraFabio T. RamosPublished in: NeurIPS (2020)
Keyphrases
- non stationary
- kernel learning
- kernel matrices
- kernel function
- multiple kernel learning
- support vector regression
- kernel matrix
- kernel methods
- learning tasks
- high dimensional
- dimensionality reduction
- input data
- support vector
- concept drift
- distance metric
- multi class
- feature extraction
- hyperplane
- support vector machine svm
- higher order
- multi task learning
- semi supervised
- feature space
- active learning