Towards Optimal Problem Dependent Generalization Error Bounds in Statistical Learning Theory.

Yunbei Xu Assaf Zeevi

Published in: CoRR (2020)

Keyphrases

statistical learning theory
generalization error bounds
statistical learning
support vector machine
theoretical framework
machine learning
learning problems
kernel machines
supervised classification
optimal solution
worst case
vc dimension
active learning
data sets
upper bound