Generalization Bounds for Metric and Similarity Learning

Qiong Cao Zheng-Chu Guo Yiming Ying

Published in: CoRR (2012)

Keyphrases

learning process
generalization bounds
distance measure
learning scheme
learning problems

learning algorithm
supervised learning
unsupervised learning
ranking algorithm
kernel machines

model selection
multi class
euclidean distance
active learning

metric space
generalization ability
artificial neural networks
similarity measure