A Semiparametric Approach to Interpretable Machine Learning.
Numair SaniJaron J. R. LeeRazieh NabiIlya ShpitserPublished in: CoRR (2020)
Keyphrases
- semi parametric
- machine learning
- statistical inference
- least squares
- data mining
- machine learning methods
- regression model
- density estimation
- supervised learning
- constrained optimization
- learning problems
- text classification
- parametric models
- data analysis
- decision trees
- feature selection
- knowledge discovery
- learning tasks
- active learning
- statistical learning
- linear model
- model selection
- machine learning algorithms
- bayesian inference
- support vector machine