Performance portability through machine learning guided kernel selection in SYCL libraries.
John W. LawsonMehdi GoliPublished in: Parallel Comput. (2021)
Keyphrases
- machine learning
- kernel methods
- kernel function
- pre selected
- feature space
- machine learning methods
- support vector
- digital libraries
- active learning
- support vector machine
- feature selection
- model selection
- data analysis
- multimedia
- machine learning algorithms
- explanation based learning
- selection strategy
- selection algorithm
- learning tasks
- kernel matrix
- knowledge acquisition
- learning systems
- data sets
- text mining
- knowledge discovery
- pattern recognition
- artificial intelligence
- learning problems
- computational biology
- reinforcement learning
- reproducing kernel hilbert space
- learning algorithm
- classification and regression problems