Toward a Kernel-Based Uncertainty Decomposition Framework for Data and Models.
Rishabh SinghJosé C. PríncipePublished in: Neural Comput. (2021)
Keyphrases
- data sets
- database
- historical data
- probabilistic model
- synthetic data
- accurate models
- data processing
- prior knowledge
- data sources
- data mining algorithms
- predictive model
- uncertain data
- raw data
- data mining techniques
- image data
- data analysis
- statistical inference
- knowledge discovery
- statistical methods
- data structure
- data collection
- small number
- spatial data
- data distribution
- statistical analysis
- original data
- data quality
- data points
- learning models
- training data
- end users
- learned models
- data mining