Functions of random walks on hyperplane arrangements.
Christos A. AthanasiadisPersi DiaconisPublished in: Adv. Appl. Math. (2010)
Keyphrases
- random walk
- hyperplane
- support vector
- data points
- training samples
- input space
- principal components
- directed graph
- feature space
- markov chain
- convex hull
- maximal margin
- support vectors
- linearly separable
- support vector machine
- transition probabilities
- svm classifier
- spectral methods
- linear separability
- basis functions
- image classification
- principal component analysis
- pairwise