Margins, Kernels and Non-linear Smoothed Perceptrons.

Aaditya Ramdas Javier Peña

Published 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