OptiML: An Implicitly Parallel Domain-Specific Language for Machine Learning.
Arvind K. SujeethHyoukJoong LeeKevin J. BrownTiark RompfHassan ChafiMichael WuAnand R. AtreyaMartin OderskyKunle OlukotunPublished in: ICML (2011)
Keyphrases
- machine learning
- machine learning methods
- learning algorithm
- domain specific languages
- pattern recognition
- decision trees
- artificial intelligence
- computer vision
- general purpose
- machine learning and data mining
- parallel implementation
- parallel processing
- learning tasks
- machine learning approaches
- parallel execution
- text mining
- transfer learning
- learning systems
- machine learning algorithms
- knowledge acquisition
- databases
- feature selection
- data mining
- cloud computing
- supervised learning
- knowledge representation
- active learning
- shared memory
- high level
- information retrieval
- real world