Markov Chain Monte Carlo for Arrangement of Hyperplanes in Locality-Sensitive Hashing
Yui NomaMakiko KonoshimaPublished in: CoRR (2013)
Keyphrases
- markov chain monte carlo
- locality sensitive hashing
- nearest neighbor
- generative model
- similarity search
- markov chain
- parameter estimation
- nearest neighbor search
- hyperplane
- monte carlo
- hash functions
- posterior distribution
- bayesian inference
- particle filter
- metric space
- knn
- indexing techniques
- posterior probability
- range queries
- data points
- probabilistic model
- high dimensional
- binary codes
- distance function
- maximum likelihood
- simulated annealing
- markov random field
- genetic algorithm
- learning algorithm
- neural network
- state space