Helix: Holistic Optimization for Accelerating Iterative Machine Learning.
Doris XinStephen MackeLitian MaJialin LiuShuchen SongAditya G. ParameswaranPublished in: CoRR (2018)
Keyphrases
- machine learning
- iterative optimization
- optimization process
- global optimization
- data mining
- machine learning algorithms
- computational intelligence
- active learning
- supervised learning
- optimization approaches
- pattern recognition
- optimization algorithm
- optimization method
- text mining
- discrete optimization
- explanation based learning
- optimization methods
- data driven
- optimization problems
- data analysis
- learning systems
- logic programs
- evolution strategy
- support vector machine
- neural network