Kernel Flows: from learning kernels from data into the abyss.
Houman OwhadiGene Ryan YooPublished in: CoRR (2018)
Keyphrases
- data sets
- data collection
- database
- learning process
- multiple kernel
- prior knowledge
- learning algorithm
- background knowledge
- data analysis
- data sources
- high dimensional data
- missing data
- kernel learning
- knowledge discovery
- linear combination
- dot product
- positive definite
- component analysis
- machine learning
- decision trees