Automatic generation of high-performance quantized machine learning kernels.
Meghan CowanThierry MoreauTianqi ChenJames BornholtLuis CezePublished in: CGO (2020)
Keyphrases
- machine learning
- kernel methods
- learning algorithm
- kernel function
- automatically generate
- machine learning methods
- data mining
- machine learning algorithms
- computer vision
- active learning
- learning systems
- linear combination
- computational biology
- pattern recognition
- decision trees
- learning tasks
- transfer learning
- learning problems
- machine learning approaches
- feature space
- support vector
- inductive logic programming
- dct coefficients
- string kernels
- data sets
- gaussian kernels
- knowledge acquisition
- computational intelligence
- supervised learning
- support vector machine
- knowledge representation
- multiscale
- artificial intelligence