Realization of Autoencoders by Kernel Methods.
Shumpei MorishitaMineichi KudoKeigo KimuraLu SunPublished in: S+SSPR (2022)
Keyphrases
- kernel methods
- denoising
- machine learning
- learning problems
- kernel function
- feature space
- support vector
- support vector machine
- similarity function
- reproducing kernel hilbert space
- kernel matrix
- kernel pca
- kernel learning
- learning tasks
- graph kernels
- kernel trick
- multiple kernel
- kernel matrices
- data mining
- neural network
- multiple kernel learning
- similarity measure
- image processing
- learning algorithm
- learning frameworks
- kernel ridge regression