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Asymmetric Loss Functions for Noise-Tolerant Learning: Theory and Applications.
Xiong Zhou
Xianming Liu
Deming Zhai
Junjun Jiang
Xiangyang Ji
Published in:
IEEE Trans. Pattern Anal. Mach. Intell. (2023)
Keyphrases
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learning theory
noise tolerant
loss function
pairwise
statistical queries
noisy data
bregman divergences
concept class
support vector
computational learning theory
pac learning
concept classes
learning models
risk minimization
reproducing kernel hilbert space
feature selection
special case
high dimensional
pac model