Posterior Prototyping: Bridging the Gap between Bayesian Record Linkage and Regression.
Andee KaplanBrenda BetancourtRebecca C. SteortsPublished in: CoRR (2018)
Keyphrases
- record linkage
- posterior distribution
- posterior probability
- sparse bayesian learning
- gaussian processes
- model averaging
- duplicate detection
- gaussian process
- data cleaning
- hyperparameters
- model selection
- regression model
- probability distribution
- privacy preserving
- multiple databases
- bayesian framework
- relevance vector machine
- linked data
- entity resolution
- approximate matching
- bayesian networks
- latent variables
- maximum likelihood
- parameter estimation
- bayesian inference
- bayesian methods
- maximum a posteriori
- information extraction
- census data
- support vector
- group membership
- linear regression
- statistical inference
- development process
- rapid prototyping
- data analysis
- machine learning