Hypothesis testing using pairwise distances and associated kernels.
Dino SejdinovicArthur GrettonBharath K. SriperumbudurKenji FukumizuPublished in: ICML (2012)
Keyphrases
- hypothesis testing
- pairwise distances
- euclidean space
- pairwise
- likelihood ratio
- euclidean distance
- low dimensional
- feature space
- multidimensional scaling
- statistical tests
- hypothesis tests
- data points
- test statistic
- robust statistical
- kernel function
- support vector
- hypothesis test
- likelihood ratio test
- information retrieval
- confidence intervals
- distance metric
- shape analysis
- kernel methods
- vector space
- dimensionality reduction
- principal component analysis
- supervised learning
- nearest neighbor
- knowledge discovery
- feature vectors
- bayesian networks
- image processing