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Estimating Divergence Functionals and the Likelihood Ratio by Convex Risk Minimization.
XuanLong Nguyen
Martin J. Wainwright
Michael I. Jordan
Published in:
IEEE Trans. Inf. Theory (2010)
Keyphrases
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risk minimization
likelihood ratio
empirical risk
hypothesis testing
loss function
hinge loss
uniform convergence
hypothesis test
match scores
special case
line search
likelihood ratio test
generalization error
data sets
pairwise
support vector