Bayesian Aggregation of Categorical Distributions with Applications in Crowdsourcing.
Alexandry AugustinMatteo VenanziAlex RogersNicholas R. JenningsPublished in: IJCAI (2017)
Keyphrases
- probability distribution
- categorical data
- class conditional densities
- bayesian networks
- exponential distributions
- data aggregation
- bayesian decision
- random variables
- bayesian inference
- aggregation operators
- bayesian estimation
- bayesian learning
- data sets
- conjugate priors
- numerical data
- decision theory
- data driven
- posterior distribution
- gaussian distribution
- normal distribution
- gaussian processes
- numerical values
- bayesian analysis
- amazon mechanical turk
- maximum entropy