Infinite Kernel Learning: Generalization Bounds and Algorithms.

Yong Liu Shizhong Liao Hailun Lin Yinliang Yue Weiping Wang

Published in: AAAI (2017)

Keyphrases

generalization bounds
data dependent
kernel learning
theoretical analysis
learning theory
model selection
generalization ability
kernel machines
machine learning
learning algorithm
upper bound
nearest neighbor
machine learning algorithms
support vector regression
vc dimension