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Conjugate relation between loss functions and uncertainty sets in classification problems.
Takafumi Kanamori
Akiko Takeda
Taiji Suzuki
Published in:
J. Mach. Learn. Res. (2013)
Keyphrases
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loss function
support vector
loss minimization
pairwise
squared error
learning to rank
logistic regression
reproducing kernel hilbert space
risk minimization
empirical risk
convex loss functions
hinge loss
learning algorithm
boosting framework