A kernel path algorithm for support vector machines.
Gang WangDit-Yan YeungFrederick H. LochovskyPublished in: ICML (2007)
Keyphrases
- support vector
- dynamic programming
- k means
- computational cost
- computational complexity
- learning algorithm
- optimization algorithm
- cost function
- detection algorithm
- objective function
- preprocessing
- np hard
- kernel methods
- recognition algorithm
- multi class classification
- simulated annealing
- worst case
- optimal path
- support vectors
- soft margin
- neural network
- convolution kernel
- radial basis function
- matching algorithm
- segmentation algorithm
- expectation maximization
- optimal solution
- feature selection
- machine learning