Fitting elephants in modern machine learning by statistically consistent interpolation.
Partha P. MitraPublished in: Nat. Mach. Intell. (2021)
Keyphrases
- machine learning
- cubic spline
- machine learning methods
- pattern recognition
- data mining
- surface fitting
- feature selection
- inductive learning
- knowledge discovery
- learning systems
- machine learning approaches
- learning tasks
- statistical methods
- knowledge acquisition
- text classification
- least squares
- information extraction
- active learning
- decision trees
- piecewise polynomial
- text mining
- model parameters are estimated
- learning algorithm
- artificial intelligence
- fitting method
- supervised machine learning
- explanation based learning
- computer vision
- active appearance models
- data analysis
- machine learning and data mining
- linear interpolation
- model fitting
- natural language