Function Aligned Regression: A Method Explicitly Learns Functional Derivatives from Data.
Dixian ZhuLivnat Jerby-ArnonPublished in: CoRR (2024)
Keyphrases
- synthetic data
- input data
- data sets
- statistical methods
- missing data
- regression function
- data analysis
- prior information
- test data
- detection method
- data structure
- correlation analysis
- support vector machine
- database
- objective function
- neural network
- clustering method
- data collection
- training data
- data mining techniques
- prior knowledge
- higher order
- regression algorithm
- statistical significance
- noisy data
- missing values
- significant improvement
- data sources
- probability distribution
- training samples
- segmentation method
- clustering algorithm
- similarity measure
- pairwise
- spectral clustering
- linear regression
- association rules
- image data
- preprocessing