Margins, Kernels and Non-linear Smoothed Perceptrons.
Aaditya RamdasJavier PeñaPublished in: CoRR (2015)
Keyphrases
- multi layered
- kernel methods
- kernel function
- feature space
- kernel trick
- support vector
- learning tasks
- support vector machine
- linear combination
- reproducing kernel hilbert space
- multiple kernel
- data sets
- soft margin
- single layer
- kernel learning
- activation function
- learning problems
- multiresolution
- learning algorithm
- machine learning