A Bayesian Method for Guessing the Extreme Values in a Data Set.
Mingxi WuChris JermainePublished in: VLDB (2007)
Keyphrases
- bayesian methods
- extreme values
- data sets
- target variable
- hyperparameters
- bayesian framework
- training data
- model selection
- gaussian processes
- real world
- model averaging
- machine learning
- training set
- learning algorithm
- em algorithm
- prior information
- high dimensional data
- image reconstruction
- input data
- incremental learning
- lead time
- higher order
- gaussian process
- supervised learning
- decision trees