SAFE ML: Surrogate Assisted Feature Extraction for Model Learning.
Alicja GosiewskaAleksandra GacekPiotr LubonPrzemyslaw BiecekPublished in: CoRR (2019)
Keyphrases
- prior knowledge
- mathematical model
- learning process
- learning algorithm
- management system
- probabilistic model
- formal model
- feature extraction
- conceptual model
- decision trees
- online learning
- maximum likelihood
- knowledge acquisition
- theoretical framework
- computational model
- neural nets
- learning models
- experimental data
- hidden variables
- learning systems
- unsupervised learning
- probability distribution
- feature space
- objective function
- similarity measure
- high level
- social networks