AutoLoss-Zero: Searching Loss Functions from Scratch for Generic Tasks.

Hao Li Tianwen Fu Jifeng Dai Hongsheng Li Gao Huang Xizhou Zhu

Published in: CVPR (2022)

Keyphrases

loss function
pairwise
support vector
squared error
risk minimization
learning to rank
logistic regression
loss minimization
reproducing kernel hilbert space
learning models
empirical risk
hinge loss
update rules
boosting algorithms
pairwise constraints
special case
boosting framework
bayesian networks