Estimation of Models with Limited Data by Leveraging Shared Structure.
Maryann RuiThibaut HorelMunther A. DahlehPublished in: CoRR (2023)
Keyphrases
- data sets
- raw data
- data processing
- database
- historical data
- data analysis
- prior knowledge
- data quality
- structural information
- statistical methods
- accurate models
- empirical data
- learning models
- noisy data
- statistical analysis
- data collection
- data sources
- high dimensional data
- synthetic data
- spatial data
- statistical models
- missing values
- small number
- probability distribution
- end users
- training data
- database systems
- predictive model
- machine learning