Hypothesis testing using pairwise distances and associated kernels (with Appendix)
Dino SejdinovicArthur GrettonBharath K. SriperumbudurKenji FukumizuPublished in: CoRR (2012)
Keyphrases
- hypothesis testing
- pairwise distances
- euclidean space
- likelihood ratio
- pairwise
- euclidean distance
- feature space
- low dimensional
- kernel function
- multidimensional scaling
- data points
- kernel methods
- confidence intervals
- support vector
- hypothesis test
- likelihood ratio test
- hypothesis tests
- robust statistical
- statistical tests
- test statistic
- metric space
- geodesic distance
- shape analysis
- image processing
- markov chain
- image analysis
- feature vectors
- training data
- similarity measure