Recent Advances and Trends in Large-Scale Kernel Methods.
Hisashi KashimaTsuyoshi IdéTsuyoshi KatoMasashi SugiyamaPublished in: IEICE Trans. Inf. Syst. (2009)
Keyphrases
- recent advances
- kernel methods
- kernel based clustering
- learning problems
- kernel function
- machine learning
- support vector
- kernel matrix
- researchers and practitioners
- feature space
- field of pattern recognition
- support vector machine
- reproducing kernel hilbert space
- kernel pca
- kernel ridge regression
- real world
- multiple kernel learning
- kernel matrices
- kernel fisher discriminant analysis
- pattern recognition
- model selection
- learning algorithm