Fast Excess Risk Rates via Offset Rademacher Complexity.

Chenguang Duan Yuling Jiao Lican Kang Xiliang Lu Jerry Zhijian Yang

Published in: ICML (2023)

Keyphrases

rademacher complexity
data dependent
error bounds
risk bounds
reproducing kernel hilbert space
generalization error
learning algorithm
parameter free
empirical risk
manifold regularization