The bounds on the risk for real-valued loss functions on possibility space.

Peng Wang Yun-Chao Bai Chun-Qin Zhang Cai-Li Zhou

Published in: ICMLC (2010)

Keyphrases

real valued
loss function
empirical risk
reproducing kernel hilbert space
uniform convergence
pairwise
loss minimization
risk minimization
convex loss functions
support vector
logistic regression
upper bound
real valued data
boosting algorithms
ranking functions
low dimensional
information retrieval