Active-learning-based surrogate models for empirical performance tuning.
Prasanna BalaprakashRobert B. GramacyStefan M. WildPublished in: CLUSTER (2013)
Keyphrases
- active learning
- machine learning
- learning strategies
- statistical learning theory
- random sampling
- imbalanced data classification
- selective sampling
- training examples
- pool based active learning
- learning algorithm
- labeled data
- oracle database
- theoretical analysis
- supervised learning
- crowd sourced
- music emotion classification
- sample selection
- parallel execution
- database
- high end
- hardware design
- experimental design
- transfer learning
- semi supervised
- learning process
- training set
- database systems
- genetic algorithm