Markov Chain Monte Carlo for Arrangement of Hyperplanes in Locality-Sensitive Hashing.
Yui NomaMakiko KonoshimaPublished in: J. Inf. Process. (2014)
Keyphrases
- markov chain monte carlo
- locality sensitive hashing
- nearest neighbor
- nearest neighbor search
- hyperplane
- markov chain
- parameter estimation
- posterior distribution
- monte carlo
- generative model
- similarity search
- bayesian inference
- hash functions
- particle filter
- data points
- knn
- posterior probability
- indexing techniques
- binary codes
- range queries
- metric space
- simulated annealing
- dimensionality reduction
- feature space
- distance function
- high dimensional