The Kernel Path in Kernelized LASSO.
Gang WangDit-Yan YeungFrederick H. LochovskyPublished in: AISTATS (2007)
Keyphrases
- kernel function
- kernel trick
- kernel methods
- support vector
- feature selection
- feature space
- component analysis
- sparse representation
- kernel learning
- variable selection
- input space
- least squares
- linear regression
- endpoints
- kernel matrix
- fuzzy clustering
- elastic net
- shortest path
- kernel machines
- high dimensional feature space
- learning vector quantization
- convolution kernel
- regression algorithm
- neural network
- reproducing kernel hilbert space
- multiple kernel learning
- cross validation
- model selection
- support vector machine
- high dimensional
- genetic algorithm