Scaling-Up Split-Merge MCMC with Locality Sensitive Sampling (LSS).
Chen LuoAnshumali ShrivastavaPublished in: AAAI (2019)
Keyphrases
- locality sensitive
- markov chain monte carlo
- monte carlo
- locality sensitive hashing
- hash functions
- sampling algorithm
- high dimensional
- markov chain
- hyperplane
- parameter estimation
- posterior distribution
- random sampling
- posterior probability
- sample size
- nearest neighbor
- order statistics
- similarity search
- data sets
- particle filter
- high dimensional spaces
- simulated annealing
- knn
- similarity measure