The Exact Equivalence of Distance and Kernel Methods for Hypothesis Testing.
Cencheng ShenJoshua T. VogelsteinPublished in: CoRR (2018)
Keyphrases
- hypothesis testing
- kernel methods
- kernel function
- learning problems
- support vector
- likelihood ratio
- machine learning
- feature space
- kernel matrix
- hypothesis tests
- reproducing kernel hilbert space
- confidence intervals
- distance function
- support vector machine
- statistical tests
- multiple kernel learning
- kernel matrices
- distance measure
- dimensionality reduction
- training data
- feature extraction
- feature selection
- data mining