Data Filtering for a Sustainable Model Training.
Francesco ScalaSergio FlescaLuigi PontieriPublished in: SEBD (2024)
Keyphrases
- experimental data
- data sets
- management system
- data collection
- prior knowledge
- simulation data
- measured data
- test data
- probability distribution
- data analysis
- training algorithm
- training data
- data points
- database
- neural network
- data samples
- expert knowledge
- original data
- statistical methods
- synthetic data
- em algorithm
- image data
- small number
- input data
- high quality
- mathematical model
- high dimensional data
- objective function
- parameter estimation
- predictive model
- empirical data
- computational model
- training process
- learning models
- statistical model
- prior information
- training examples
- raw data
- statistical analysis
- conceptual model
- similarity measure
- training samples