A separating hyperplane theorem, the fundamental theorem of asset pricing, and Markov's principle.
Josef BergerGregor SvindlandPublished in: Ann. Pure Appl. Log. (2016)
Keyphrases
- separating hyperplane
- hyperplane
- half spaces
- support vector machine
- support vectors
- financial markets
- linearly separable
- decision function
- kernel matrix
- high dimensional feature space
- support vector
- training samples
- learning theory
- kernel function
- training examples
- concept classes
- k nearest neighbor
- feature space
- kernel methods
- linear classifiers
- generalization error
- input space
- feature selection
- convex hull
- cross validation
- dimensionality reduction
- data points
- active learning
- training data
- similarity measure