Maximally Consistent Sampling and the Jaccard Index of Probability Distributions.
Ryan MoultonYunjiang JiangPublished in: ICDM (2018)
Keyphrases
- probability distribution
- similarity measure
- random variables
- database
- bayesian networks
- index structure
- posterior distribution
- real time
- sampling methods
- similarity metric
- random sampling
- consistency constraints
- conditional probabilities
- sample size
- edit distance
- indexing techniques
- monte carlo
- model selection
- globally optimal
- markov chain monte carlo
- sampling algorithm
- clustering algorithm
- neural network