On the Effects of Data Distortion on Model Analysis and Training.
Antonia MarcuAdam Prügel-BennettPublished in: CoRR (2021)
Keyphrases
- data analysis
- experimental data
- test data
- statistical analysis
- prior knowledge
- probability distribution
- mathematical model
- input data
- data sets
- empirical data
- probabilistic model
- training data
- data acquisition
- measured data
- database
- data structure
- information loss
- predictive model
- data points
- image data
- prior information
- raw data
- correlation analysis
- simulation data
- missing data
- data collection
- data processing
- data sources
- high quality
- decision trees
- original data
- small number
- neural network model
- end users
- similarity measure
- image sequences