A Model of Fake Data in Data-driven Analysis.
Xiaofan LiAndrew B. WhinstonPublished in: J. Mach. Learn. Res. (2020)
Keyphrases
- data driven
- empirical data
- data analysis
- experimental data
- statistical analysis
- input data
- data sets
- computational model
- probability distribution
- learning models
- raw data
- measured data
- data structure
- simulation data
- data quality
- test data
- statistical model
- mathematical model
- high level
- data collection
- synthetic data
- probabilistic model
- prior knowledge
- data sources
- data processing
- network structure
- knowledge discovery
- original data
- prior information
- learned models
- data points
- subject specific
- accurate models
- objective function
- data samples
- predictive model
- autoregressive
- image data
- small number
- high dimensional data