Separating Models of Learning from Correlated and Uncorrelated Data.
Ariel ElbazHomin K. LeeRocco A. ServedioAndrew WanPublished in: J. Mach. Learn. Res. (2007)
Keyphrases
- prior knowledge
- learned models
- accurate models
- data sets
- data analysis
- learning models
- data points
- data processing
- high quality
- database
- bayesian methods
- original data
- experimental data
- data collection
- supervised learning
- learning algorithm
- training data
- learning process
- statistical methods
- learning systems
- data structure
- knowledge acquisition
- hidden variables
- highly correlated
- graphical models
- historical data
- classification models
- data quality
- reinforcement learning
- human experts
- neural network
- spatial data
- statistical models
- probability distribution
- sensor data
- synthetic data
- statistical analysis
- generative model
- computer systems
- data mining
- active learning
- online learning
- input data
- data sources
- probabilistic model