Quick continual kernel learning on bounded memory space based on balancing between adaptation and forgetting.
Koichiro YamauchiPublished in: Evol. Syst. (2023)
Keyphrases
- input data
- memory space
- kernel learning
- kernel matrix
- kernel function
- feature space
- input space
- multiple kernel learning
- memory requirements
- support vector regression
- semidefinite program
- semi supervised
- kernel methods
- learning tasks
- distance metric
- incremental learning
- high efficiency
- multi task learning
- dimensionality reduction
- learning algorithm
- convex optimization
- least squares
- support vector machine
- knn
- feature selection