A Bayesian Perspective on Locality Sensitive Hashing with Extensions for Kernel Methods.
Aniket ChakrabartiVenu SatuluriAtreya SrivathsanSrinivasan ParthasarathyPublished in: ACM Trans. Knowl. Discov. Data (2015)
Keyphrases
- kernel methods
- locality sensitive hashing
- graph kernels
- nearest neighbor search
- support vector
- similarity search
- feature space
- nearest neighbor
- hash functions
- kernel function
- brute force
- knn
- metric space
- machine learning
- support vector machine
- sift features
- indexing techniques
- multimedia retrieval
- space efficient
- range queries
- high dimensional
- feature vectors
- binary codes
- high dimensional data
- principal component analysis
- preprocessing
- data structure
- databases
- kernel trick