Kernel Flows: From learning kernels from data into the abyss.
Houman OwhadiGene Ryan YooPublished in: J. Comput. Phys. (2019)
Keyphrases
- data sets
- data analysis
- data collection
- prior knowledge
- data sources
- data processing
- database
- learning algorithm
- data points
- kernel function
- component analysis
- online learning
- learning process
- input data
- learning environment
- missing data
- learning tasks
- similarity function
- multiple kernel learning
- kernel learning
- learned models
- kernel machines
- multiple kernel
- dot product