Learning Hybrid Interpretable Models: Theory, Taxonomy, and Methods.
Julien FerryGabriel LabergeUlrich AïvodjiPublished in: CoRR (2023)
Keyphrases
- learned models
- statistical models
- learning models
- learning systems
- prior knowledge
- predictive power
- machine learning methods
- neural nets
- mathematical models
- active learning
- learning process
- theoretical developments
- parameter estimation
- computational cost
- significant improvement
- hybrid learning
- preprocessing
- benchmark datasets
- online learning
- background knowledge
- linear regression
- qualitative and quantitative
- machine learning algorithms
- empirical studies
- hidden variables
- knowledge acquisition
- structured prediction
- supervised learning
- supervised learning algorithms
- machine learning