Maximally Consistent Sampling and the Jaccard Index of Probability Distributions.
Ryan MoultonYunjiang JiangPublished in: CoRR (2018)
Keyphrases
- probability distribution
- similarity measure
- random variables
- bayesian networks
- conditional probabilities
- index structure
- monte carlo
- random sampling
- sampling strategies
- b tree
- probability density function
- consistency constraints
- sampling algorithm
- similarity metric
- real time
- pairwise
- r tree
- edit distance
- data structure
- posterior distribution
- decision trees
- feature selection
- indexing method
- search engine
- sampling strategy
- databases