Dyna: toward a self-optimizing declarative language for machine learning applications.
Tim VieiraMatthew Francis-LandauNathaniel Wesley FilardoFarzad KhorasaniJason EisnerPublished in: MAPL@PLDI (2017)
Keyphrases
- declarative language
- machine learning
- deductive databases
- modeling language
- machine learning methods
- support vector machine
- machine learning algorithms
- pattern recognition
- decision trees
- explanation based learning
- reinforcement learning
- function approximation
- text classification
- machine learning approaches
- data analysis
- active learning
- inductive logic programming
- real world
- computational intelligence
- black box
- learning tasks
- statistical methods
- learning systems
- knowledge acquisition
- learning algorithm
- text mining
- supervised learning
- data warehouse
- information extraction
- computer science
- high level
- feature selection
- artificial intelligence