Equivalences between learning of data and probability distributions, and their applications.
George BarmpaliasNan FangFrank StephanPublished in: Inf. Comput. (2018)
Keyphrases
- probability distribution
- data sets
- data processing
- database
- data sources
- prior knowledge
- image data
- learning systems
- data analysis
- data structure
- learning algorithm
- raw data
- spatial data
- statistical analysis
- data points
- databases
- bayesian methods
- data quality
- probabilistic model
- human experts
- learning tasks
- connected components
- high quality
- sensor data
- knowledge discovery
- synthetic data
- learning process
- input data
- data mining techniques
- small number
- training data